ࡱ> W#` tbjbj\.\. WN>D>DNR&&&&---4.h"t..(V(~~~___^``````$ehv-SiHUr _SiSi&&~~w=uuuSi&<~-~^uSi^uuJ\b#| -~" 0Iφil6@BDS0CpCC-6 _$b>u efg___u^___SiSiSiSi...$q69...6...&&&&&& Chapter 6 Continuous Random Variables Aims In this chapter we deal with: Continuous random variables Probability density functions Normal distributions Working in standard units (i.e., z-scores) By the end of this chapter you should: know the properties of a probability density function know the properties of a Normal probability density function in particular, the 689599.7 rule be able to use software and computer output to solve Normal probability problems Inverse Normal problems understand and be able to apply z-scores  Problem: Diagnosing Spina Bifida A screening test for spina bifida in a foetus involves measuring the concentration of alpha fetoprotein in the mothers urine. For mothers carrying healthy foetuses, the mean is 15.7 micromoles/litre ((M/L) and the standard deviation is 0.7 (M/L. For mothers carrying foetuses with spina bifida, the mean is 23.1 (M/L and the standard deviation is 4.1 (M/L. To operate this screening test for spina bifida, medical professionals must set a threshold concentration of alpha fetoprotein, T, say. If the alpha fetoprotein concentration is below T, the foetus is diagnosed as not having spina bifida, whereas if it is above T further testing is required. Let: X be the concentration of alpha fetoprotein for a mother carrying a healthy foetus Y be the concentration of alpha fetoprotein for a mother carrying a foetus with spina bifida.  Suppose T was set at 17.8 (M/L: What is the probability that a foetus with spina bifida is correctly diagnosed? What is the probability that a foetus without spina bifida is correctly diagnosed? To ensure that 99% of foetuses with spina bifida are correctly diagnosed, at what value should T be set? Properties of a Probability Density Function (p.d.f.) The p.d.f. curve is always above or on the x-axis. Probabilities are represented by under the p.d.f. curve. pr(a d" X d" b) = under the p.d.f. curve The total area under a p.d.f. curve = Endpoints of Intervals For continuous random variables: pr(a d" X d" b ) = pr(a < X d" b ) = pr(a d" X < b ) = pr(a < X < b ) In calculations involving continuous random variables, we do not have to worry about whether interval endpoints are The Normal Distribution Heights of Male Students In a recent survey of 544 male Introductory Statistics students the mean height was 177.1cm and the standard deviation (sd) was 7.7cm. In this survey: mean 1 sd = 177.1cm 7.7cm = 169.4cm mean + 1 sd = 177.1cm + 7.7cm = 184.8cm have a height within 1 standard deviation of the mean. mean 2 sd = 177.1cm 2 7.7cm = 161.7cm mean + 2 sd = 177.1cm + 2 7.7cm = 192.5cm have a height within 2 standard deviations of the mean. mean 3 sd = 177.1cm 3 7.7cm = 154.0cm mean + 3 sd = 177.1cm + 3 7.7cm = 200.2cm 542 / 544 = 99.6% have a height within 3 standard deviations of the mean.  Percentage Body Fat for Competitive Cyclists The distribution of percentage body fat for competitive cyclists is modelled by a Normal distribution with a mean of 9 and a standard deviation of 3. Let X be the percentage body fat of a competitive cyclist. So X ~ Normal( = 9,  = 3) Based on this model: a. approximately 95% of competitive cyclists have percentage body fat somewhere between  b. for a randomly chosen competitive cyclist, there is a probability of 0.68 that the cyclist has percentage body fat somewhere between  Annual Compound Share Returns for Large Companies The distribution of annual compound share returns for large companies in the United States (as a percentage) is modelled by a Normal distribution with a mean of 11.0 and a standard deviation of 20.3. Let X be the annual compound share return for a large company in the United States (as a percentage). So X ~ Normal( = 11.0,  = 20.3) Using the computer output given, find the probability that a randomly chosen large US company has an annual compound share return of: a. less than 0% (i.e., a negative return).  b. more than 50%.  c. between 10% and 30%.  Computer Output Normal with mean = 11.0 and standard deviation = 20.3 x P(X <= x) 0 0.2940 10 0.4804 30 0.8254 50 0.9726 Spina Bifida We will model the distributions of alpha fetoprotein with Normal distributions. Let: X be the concentration of alpha fetoprotein for a mother carrying a healthy foetus Y be the concentration of alpha fetoprotein for a mother carrying a foetus with spina bifida So X ~ Normal(X = 15.7, X = 0.7) Y ~ Normal(Y = 23.1, Y = 4.1) Note: The threshold is set at 17.8 (M/L, i.e., if the concentration of alpha fetoprotein is below 17.8 (M/L the foetus would be diagnosed as not having spina bifida. a. For a foetus without spina bifida, what is the probability that it is correctly diagnosed?  b. What is the probability that a foetus with spina bifida is correctly diagnosed?  Computer Output Normal with mean = 15.7 and Normal with mean = 23.1 and standard deviation = 0.7 standard deviation = 4.1 x P(X <= x) x P(X <= x) 17.8 0.9987 17.8 0.0981 Inverse Normal Problems IQ Scores The distribution of IQ scores is modelled by a Normal distribution with a mean of 100 and a standard deviation of 15. Let X be the IQ of a person. So X ~ Normal( = 100,  = 15) a. Find the IQ score that the bottom 20% of the population fall below (i.e., the 20th percentile).  b. What IQ score is exceeded by only the top 10% of the population?  c. Find the interquartile range for IQ scores.  Computer Output Normal with mean = 100 and standard deviation = 15 P(X <= x) x 0.10 80.78 0.20 87.38 0.25 89.88 0.75 110.12 0.80 112.62 0.90 119.22 Human Gestation Period The distribution of the natural human gestation period (in weeks) is modelled by a Normal distribution with a mean of 40 and a standard deviation of 2.3. Let X be the natural human gestation period in weeks. So X ~ Normal( = 40,  = 2.3) a. Before how many weeks do 10% of births occur? b. What is the range of gestation period for the central 50% of births?  Range is to weeks c. 95% of births occur after how many weeks?  Computer Output Normal with mean = 40 and standard deviation = 2.3 P(X <= x) x 0.05 36.22 0.10 37.05 0.25 38.45 0.75 41.55 0.90 42.95 0.95 43.78 Working in Standard Units Test and Examination Results In a recent semester a student obtained the following marks for the Introductory Statistics mid-semester test and exam. Test: 19/25 Exam: 40/50 In which of these assessments did this student achieve better results in terms of ranking with students in the same course? The distribution of test marks is modelled by a Normal distribution with mean 13.5 and standard deviation 4.6 and the distribution of exam marks is modelled by a Normal distribution with mean 30.1 and standard deviation 9.4. Let T be the test mark E be the exam mark So T ~ Normal(T = 13.5, T = 4.6) E ~ Normal(E = 30.1, E = 9.4) Test: z-score for 19 = Exam: z-score for 40 = This student did better in the in terms of ranking with students in the same course. Percentage Body Fat for Competitive Swimmers The distribution of percentage body fat for competitive swimmers is modelled by a Normal distribution with a mean of 10 and a standard deviation of 4. Let X be the percentage body fat of a competitive swimmer. So X ~ Normal( = 10,  = 4) Find the z-score for these percentage body fat values for competitive swimmers: a. x = 18 z = (i.e., 18 is sd the mean of 10) b. x = 6 z = (i.e., 6 is sd the mean of 10) c. x = 12.6 z = (i.e., 12.6 is sd the mean of 10)  Find the z-score for these percentage body fat values for competitive swimmers: d. x = 15.7 z = e. x = 8.9 z = Calculate the percentage body fat values (i.e., x-scores) for competitive swimmers with the following z-scores: f. z = 2.3 x is 2.3 the mean so x = g. z = 1.8 x is 1.8 the mean so x = Continuous Random Variables If a random variable, X, can take any value in some interval it is called a continuous random variable. There are no gaps between the values a continuous random variable can take. Continuous random variables measure characteristics of items chosen from a: clearly defined finite population, or random process producing observations Examples: time, weight, concentration of alpha fetoprotein, annual share return for a company. Properties of a Probability Density Function (p.d.f.) 1. The p.d.f. curve is always above or on the x-axis. 2. Probabilities are represented by areas under the p.d.f. curve. pr(a d" X d" b) = area under the p.d.f. curve between x = a and x = b. 3. The total area under a p.d.f. curve = 1 Mean (Expected Value) and Standard Deviation The expected value of a random variable X, E(X ), is: the long-run average for X-values also called the population mean, X (often shortened to ) where the probability density curve balances    The standard deviation of a random variable X, sd(X ), is: a measure of the variability (spread) of X-values roughly, the average distance of the X-values from the population mean also called the population standard deviation, X (often shortened to ) The Normal Distribution If the distribution of a random variable, X, has a Normal distribution with mean and standard deviation  we write: X ~ Normal (, ) and  are called the parameters of the distribution. Features of the Normal density curve: Symmetric and bell-shaped Centred at  determines the spread (and hence the height)  Obtaining Normal Probabilities Use statistical software, e.g. Excel, SPSS. When obtaining Normal probabilities we give the software an x-value and it returns a probability. Most software calculates the value of pr(X d" x), the cumulative or lower-tail probability. Method for obtaining Normal probabilities: Sketch a Normal curve, marking on the mean and value(s) of interest. Shade the area under the curve corresponding to the required probabilities. Obtain the desired probabilities from the lower-tail probabilities provided by the software.         Inverse Normal Problems Also use statistical software, e.g. Excel, SPSS. When solving inverse Normal problems we give the software a probability and it returns an x-value. Most software requires the value of pr(X d" x), the cumulative or lower-tail probability, to be given. Method for solving inverse Normal problems: Sketch a Normal curve, marking on the mean. Shade the area under the curve corresponding to the given probability. Obtain the desired x-value from the lower-tail probability given to the software.       Standard Units (z-scores) The z-score for an observation, x, is the number of standard deviations x is from the mean, . If x is an observation from a Normal distribution with mean and standard deviation  then the z-score is  EMBED Equation.3  If x is above the mean then the z-score is positive. If x is below the mean then the z-score is negative. Standard Normal Distribution If X ~ Normal(, ) and  EMBED Equation.3  then Z ~ Normal(0, 1). Z ~ Normal(0, 1) is called the standard Normal distribution. Sample Exam / Cecil Test Questions Questions 1 to 8 refer to the following information. For mothers carrying foetuses with spina bifida, the distribution of the concentration of alpha fetoprotein ((M/L) in a mothers urine is modelled by a Normal distribution with mean 23.1 and standard deviation 4.1. Use the following computer output to answer Questions 1 to 6. Normal with mean = 23.1 and standard deviation = 4.1 x P(X <= x) P(X <= x) x 17 0.0684 0.0500 16.356 18 0.1068 0.1000 17.846 19 0.1587 0.2000 19.649 20 0.2248 0.2248 20.000 21 0.3043 0.2400 20.204 22 0.3942 0.2500 20.335 23 0.4903 0.2600 20.462 31 0.9730 0.6785 25.000 32 0.9850 0.7500 25.865 33 0.9921 0.8000 26.551 0.9000 28.354 0.9500 29.844 For a randomly selected mother carrying a foetus with spina bifida, the probability that the concentration of alpha fetoprotein in her urine is less than 20.0 (M/L is approximately: 0.1587 0.6957 0.7752 0.2248 0.3043 For mothers carrying foetuses with spina bifida, the proportion who have an alpha fetoprotein concentration greater than 18.0 (M/L in their urine is approximately: 0.8413 0.1068 0.8932 0.1587 0.9316 For mothers carrying foetuses with spina bifida, the proportion who have an alpha fetoprotein concentration between 22.0 (M/L and 32.0 (M/L in their urine is approximately: 0.4827 0.4947 0.6878 0.5788 0.5908 For mothers carrying foetuses with spina bifida, the concentration of alpha fetoprotein in urine for which 25% lie below is approximately: 20.335 (M/L 25.865 (M/L 20.204 (M/L 0.679 (M/L 20.462 (M/L For mothers carrying foetuses with spina bifida, the concentration of alpha fetoprotein in urine for which 20% lie above is approximately: 19.649 (M/L 0.775 (M/L 28.354 (M/L 26.551 (M/L 0.225 (M/L For mothers carrying foetuses with spina bifida, the range of the central 90% of concentrations of alpha fetoprotein in urine is approximately between: 19.6 (M/L and 26.6 (M/L 16.4 (M/L and 29.8 (M/L 17.8 (M/L and 29.8 (M/L 16.4 (M/L and 28.4 (M/L 17.8 (M/L and 28.4 (M/L Which one of the following statements about mothers carrying foetuses with spina bifida is false? Approximately 68% have alpha fetoprotein concentrations between 19.0 (M/L and 27.2 (M/L. Approximately 95% have alpha fetoprotein concentrations between 14.9 (M/L and 31.3 (M/L. Approximately 16% have alpha fetoprotein concentrations greater than 27.2 (M/L. More than 5% have alpha fetoprotein concentrations less than 14.9 (M/L. Almost all have alpha fetoprotein concentrations between 10.8 (M/L and 35.4 (M/L. A mother who is carrying a foetus with spina bifida has an alpha fetoprotein concentration of 16.8 (M/L. What is the z-score for this observed concentration? 1.54 11.17 0.55 1.54 0.55 Questions 9 and 10 refer to the following information. Hypholoma Capnoides is a pleasant tasting mushroom which looks very much like the generally taller, poisonous fungus Sulphur Tuft. Let H be the height (in centimetres) of a Hypholoma Capnoides mushroom and let S be the height (in centimetres) of a Sulphur Tuft fungus. The distribution of H is modelled by a Normal distribution with mean 6.5 and standard deviation 1.76 and the distribution of S is modelled by a Normal distribution with mean 9.5 and standard deviation 1.25. In summary, H ~ Normal(H = 6.5, H = 1.76) and S ~ Normal(S = 9.5, S = 1.25). Which one of the following statements is false? The proportion of Hypholoma Capnoides mushrooms that are: taller than 11.0 cm is less than the proportion of Sulphur Tuft fungi that are taller than 12.5 cm. taller than 5.0 cm is less than the proportion of Sulphur Tuft fungi that are taller than 8.0 cm. taller than 9.5 cm is greater than the proportion of Sulphur Tuft fungi that are shorter than 6.5 cm. shorter than 8.0 cm is less than the proportion of Sulphur Tuft fungi that are taller than 8.5 cm. taller than 4.0 cm is greater than the proportion of Sulphur Tuft fungi that are shorter than 11.0 cm. Which one of the following statements is false? About 2.5% of Sulphur Tuft fungi are taller than 12.0 cm. The proportion of Hypholoma Capnoides mushrooms that are taller than 10.5 cm is greater than the proportion of Sulphur Tuft fungi that are taller than 12.5 cm. About 16% of Hypholoma Capnoides mushrooms are shorter than 4.74 cm. Hypholoma Capnoides mushrooms are generally shorter than and more variable in height than Sulphur Tuft fungi. The proportion of Hypholoma Capnoides mushrooms that are shorter than 2.5 cm is less than the proportion of Sulphur Tuft fungi that are shorter than 6.0 cm.  Answers: (See Section D: Lecture and Tutorial Answers or the fill-ins on CD-ROM or Cecil) Tutorial 1. The probability distribution function of a continuous random variable is represented by a density curve. The following quiz is about the density curve. (a) How are probabilities represented? (b) What is the total area under the density curve? (c) When we calculate probabilities for a continuous random variable, does it matter whether interval endpoints are included or excluded? (d) &,        DZǜs]ǜEǜ.jh1 CJOJQJU^JaJmHnHu+h(uh1 6CJOJQJ^JaJmH sH %h1 5CJOJQJ^JaJmH sH +hh1 5CJOJQJ^JaJmH sH (hh1 CJOJQJ^JaJmH sH +hh1 6CJOJQJ^JaJmH sH "h1 CJOJQJ^JaJmH sH 'hh1 5CJOJQJaJmH sH $hh1 CJOJQJaJmH sH  &',Jg& c  & F 2Wdh^`Wgd1  & F dh^`gd1 ((gd1 gd1 Vdh^`Vgd1 dhgd1 $a$gd1 $dh<<a$gd1 dh<<gd1  -\-t      ? Vdh<<^`Vgda$dh<<a$gd o $dh<<a$$dh<<a$gd 9dhgd1  & F 2Wdh^`Wgd1  & F 2dh^`gd1   > ?   ðwdQ>dd$hhK!CJOJQJ^JmH sH $hhMiCJOJQJ^JmH sH $hh oCJOJQJ^JmH sH $hhTCJOJQJ^JmH sH $hhuCJOJQJ^JmH sH $hhCJOJQJ^JmH sH $hhC]CJOJQJ^JmH sH 'hhQ#5CJOJQJaJmH sH 'hhu5CJOJQJaJmH sH 'hh}5CJOJQJaJmH sH  , 0 1 2 5 f g u v x y z }   ' ( - U _ įלtלtלĜaMa'hhu6CJOJQJ^JmH sH $hhCJOJQJ^JmH sH (hBh oCJ OJQJ^JaJ mH sH $hhK!CJOJQJ^JmH sH $hhuCJOJQJ^JmH sH (hBhuCJ OJQJ^JaJ mH sH $hhC]CJOJQJ^JmH sH $hh oCJOJQJ^JmH sH * jmhh oCJOJQJ^JmH sH _ ` % & ; < زnn[E*jhgCJOJQJU^JmHnHu$hz2haCJOJQJ^JmH sH $hhaCJOJQJ^JmH sH !ha6CJOJQJ^JmH sH haCJOJQJ^JmH sH hfACJOJQJ^JmH sH $hh oCJOJQJ^JmH sH $hhCJOJQJ^JmH sH $hhuCJOJQJ^JmH sH 'hhu6CJOJQJ^JmH sH  +QǷmXB22hR~CJOJQJ^JmH sH * jmhhR~CJOJQJ^JmH sH (hBhR~CJ OJQJ^JaJ mH sH 'hhR~6CJOJQJ^JmH sH $hhR~CJOJQJ^JmH sH $hhgCJOJQJ^JmH sH hgCJOJQJ^JmH sH hK!CJOJQJ^JmH sH $hh%oCJOJQJ^JmH sH $hhCJOJQJ^JmH sH $hh@CJOJQJ^JmH sH  Q$dh<<a$gdQ. $dh<<a$$dh<a$gdR~$ & Fdh<<a$gdR~$dh<<a$gdR~$dh<<a$gd oQd!"밝mRm='+h! hQ.6CJOJQJ^JaJmH sH (h! hQ.CJOJQJ^JaJmH sH 5jhQ.5CJOJQJUaJmHnHsH tH u6jhQ.CJOJQJU^JaJmHnHsH tH u'h! hQ.5CJOJQJaJmH sH $hhSCJOJQJ^JmH sH $hhSCJOJQJ^JmH sH +hhR~6CJOJQJ^JaJmH sH "hR~CJOJQJ^JaJmH sH (hhR~CJOJQJ^JaJmH sH )zhlpPQi$ }dh<<a$gd2"$ }dh<<a$gd2"$dh<<a$gd2"$ / dhx<a$gdQ.$ / dhx<^a$gdQ.$ & F Vdhx<^`Va$gdQ.")*yz{|8fjln0뼮zzzfR=(h! hTaCJOJQJ^JaJmH sH 'h! hu>5CJOJQJaJmH sH 'h! hc5CJOJQJaJmH sH +h! hQ.6CJOJQJ^JaJmH sH ;jh! hQ.5CJOJQJU^JaJmHnHsH ujhQ.UmHnHu"hQ.CJOJQJ^JaJmH sH 8jh! hQ.CJOJQJU^JaJmHnHsH u(h! hQ.CJOJQJ^JaJmH sH 068>@FHJLRXZ`bhjlrv|~PQՖl(h! h<.CJOJQJ^JaJmH sH (h! hTaCJOJQJ^JaJmH sH (h! hz2CJOJQJ^JaJmH sH (h! hXCJOJQJ^JaJmH sH (h! hz2CJ OJQJ^JaJ mH sH +h! hu>6CJOJQJ^JaJmH sH (h! hu>CJOJQJ^JaJmH sH %Qix !"$%'>տq\qGq2(h! hAIJLMO\h~ 789;CHIYcdegotux믝믊ٝuuٝuuٝuu(h! h8ICJOJQJ^JaJmH sH %h43y5CJOJQJ^JaJmH sH "hCJOJQJ^JaJmH sH (h! h[ CJOJQJ^JaJmH sH (h_h_CJ OJQJ^JaJ mH sH "h_CJOJQJ^JaJmH sH (h! hǯǝycMcM;"hoCJOJQJ^JaJmH sH +h! hW5CJOJQJ^JaJmH sH +h! ht5CJOJQJ^JaJmH sH "hWCJOJQJ^JaJmH sH "h CJOJQJ^JaJmH sH "h{3CJOJQJ^JaJmH sH .jh3cCJOJQJU^JaJmHnHu(hh{3CJOJQJ^JaJmH sH "hJLCJOJQJ^JaJmH sH "h(CJOJQJ^JaJmH sH   =k vz|~$Vdh<<^`Va$gdS$dh<<a$gdW$Vdh<<^`Va$gd{3>a  WjknoyzR $<>JLrtįքnĄ\Ą"h CJOJQJ^JaJmH sH +h! ht5CJOJQJ^JaJmH sH (h! htCJOJQJ^JaJmH sH +h! hW6CJOJQJ^JaJmH sH (h! hoCJOJQJ^JaJmH sH "hoCJOJQJ^JaJmH sH (h! h';CJOJQJ^JaJmH sH (h! hWCJOJQJ^JaJmH sH tvxӾӾkVkA(h! h4CJOJQJ^JaJmH sH (h! h`CJOJQJ^JaJmH sH (h! hSCJOJQJ^JaJmH sH +h! hS5CJOJQJ^JaJmH sH "hoCJOJQJ^JaJmH sH +h! ht5CJOJQJ^JaJmH sH (h! htCJOJQJ^JaJmH sH .jhT[CJOJQJU^JaJmHnHu(h! h CJOJQJ^JaJmH sH =aG~zz \dh<<^`\gd_E$ dh<<gd_E$$dh<<a$gd$Wd^`Wa$gd4$Wd^`Wa$gd+77$Wdh<^`Wa$gd`$Vdh<<^`Va$gdS<=QauӾppZD+h! ho5CJOJQJ^JaJmH sH +h! h5CJOJQJ^JaJmH sH "hoCJOJQJ^JaJmH sH (h! h+77CJOJQJ^JaJmH sH "hBiCJOJQJ^JaJmH sH (h! hSCJOJQJ^JaJmH sH (h! h4CJOJQJ^JaJmH sH +h! h45CJOJQJ^JaJmH sH +h! h5CJOJQJ^JaJmH sH ,1GJLMbc­s^^Hs^3(h! hCJOJQJ^JaJmH sH +h! hDdt6CJOJQJ^JaJmH sH (h! hDdtCJOJQJ^JaJmH sH "h}7CJOJQJ^JaJmH sH +h! hu^6CJOJQJ^JaJmH sH "h`CJOJQJ^JaJmH sH (h! hu^CJOJQJ^JaJmH sH "h_E$CJOJQJ^JaJmH sH (h! h_E$CJOJQJ^JaJmH sH +h! h5CJOJQJ^JaJmH sH *,.<>@TVXjln~}}gR=(hBhCJ OJQJ^JaJ mH sH (h! hCJOJQJ^JaJmH sH +h! h5CJOJQJ^JaJmH sH +h! hDdt6CJOJQJ^JaJmH sH .h_E$hDdt6CJH*OJQJ^JaJmH sH (h_E$hDdtCJOJQJ^JaJmH sH +h_E$hDdt6CJOJQJ^JaJmH sH (h_E$h_E$CJOJQJ^JaJmH sH (h_E$hOSCJOJQJ^JaJmH sH  BDLNP ״הjTBj0j"h}CJOJQJ^JaJmH sH "h_E$CJOJQJ^JaJmH sH +h! h(5CJOJQJ^JaJmH sH (h! h(CJOJQJ^JaJmH sH (hBhCJ OJQJ^JaJ mH sH h}7CJOJQJ^JmH sH hQ4mCJOJQJ^JmH sH $h! hQ4mCJOJQJ^JmH sH h_E$CJOJQJ^JmH sH $h! hCJOJQJ^JmH sH * jmh! hCJOJQJ^JmH sH ~D F G H I J K $ }Wdh<^`Wa$gd2"$Vdh<<^`Va$gd$dh<<a$gd$Vdh<<^`Va$gd($dh<<a$gd_E$ + C D E F K M ĬفllVA,A,(h! hCJOJQJ^JaJmH sH (h! h2"CJOJQJ^JaJmH sH +h! h5CJOJQJ^JaJmH sH (h! hCJOJQJ^JaJmH sH +h! h5CJOJQJ^JaJmH sH (h! huCJOJQJ^JaJmH sH .jhT[CJOJQJU^JaJmHnHu(h! hCJOJQJ^JaJmH sH (h! h(CJOJQJ^JaJmH sH "h_E$CJOJQJ^JaJmH sH  ! !%!&!'!,!-!6!7!''''''''$V<<^`Va$gd=Z$Vdh<<^`Va$gdX$dh<<a$gd@$dh<<a$gd! $Wd^`Wa$gdiU%%%,&.&8&:&H&Z&&&&&&&&&&&&&&&DzxٲfT<.jhT[CJOJQJU^JaJmHnHu"h! CJOJQJ^JaJmH sH "hZLCJOJQJ^JaJmH sH "hmCJOJQJ^JaJmH sH "hXCJOJQJ^JaJmH sH +h! h! 6CJOJQJ^JaJmH sH (h! h! CJOJQJ^JaJmH sH "h--CJOJQJ^JaJmH sH "h%3CJOJQJ^JaJmH sH (h! h%3CJOJQJ^JaJmH sH &&'.':'<'>'H'L'N'|'''''''*(+(,(.(ŰŚss[sI6%h =5CJOJQJ^JaJmH sH "hCJOJQJ^JaJmH sH .jhT[CJOJQJU^JaJmHnHu"h=ZCJOJQJ^JaJmH sH (h! h=ZCJOJQJ^JaJmH sH +h! h=Z5CJOJQJ^JaJmH sH (h! hXCJOJQJ^JaJmH sH "hXCJOJQJ^JaJmH sH "hMCJOJQJ^JaJmH sH +h! hX5CJOJQJ^JaJmH sH '''''+(,(Y([(\(](^(_(o((($Wdh<^`Wa$gd2$Vdh<<^`Va$gd2$Vdh<<^`Va$gdQ.$ dh<<a$gdM$dh<<a$gd! .(/(Y(Z([(_(o(((((((((((()))')()6)I)IJxcxcQcQ?xcQxcQxcQx"h2CJOJQJ^JaJmH sH "hOSCJOJQJ^JaJmH sH (h! h2CJOJQJ^JaJmH sH "hmCJOJQJ^JaJmH sH +h! h25CJOJQJ^JaJmH sH "h =CJOJQJ^JaJmH sH "hCJOJQJ^JaJmH sH .jhT[CJOJQJU^JaJmHnHu"hQ.CJOJQJ^JaJmH sH "hmCJOJQJ^JaJmH sH (()()J)l))))>*K*W**++T, \dh<<^`\gdZL$dh<<a$gd4Z$ Sdh<<a$gdL<$dh<<a$gd@$dh<<a$gd$Wd^`Wa$gd2I)J)X)k)l)z))))))))))* * *7*=*>*뱞ucQcQc?Q?c"h eCJOJQJ^JaJmH sH "h\CJOJQJ^JaJmH sH "ho=CJOJQJ^JaJmH sH +h@h@5CJOJQJ^JaJmH sH %h@5CJOJQJ^JaJmH sH %h@5CJOJQJ^JaJmH sH +h! h! 5CJOJQJ^JaJmH sH "hmCJOJQJ^JaJmH sH "hOSCJOJQJ^JaJmH sH (h! h2CJOJQJ^JaJmH sH >*J*K*V*W**+++++++++++++uu`K5K+h3hc6CJOJQJ^JaJmH sH (h3hcCJOJQJ^JaJmH sH (h3hZLCJOJQJ^JaJmH sH +hghg6CJOJQJ^JaJmH sH "hgCJOJQJ^JaJmH sH .jhCCJOJQJU^JaJmHnHu"hZLCJOJQJ^JaJmH sH (h@h2]CJOJQJ^JaJmH sH "ho=CJOJQJ^JaJmH sH "h4ZCJOJQJ^JaJmH sH ++++,,,,,,,*,,,.,8,@,B,D,P,R,ѼѼ~~iV>.hqh36CJH*OJQJ^JaJmH sH %hc6CJOJQJ^JaJmH sH (h36CJH*OJQJ^JaJmH sH +h3hc6CJOJQJ^JaJmH sH %h2]6CJOJQJ^JaJmH sH (h3hcCJOJQJ^JaJmH sH (h3hZLCJOJQJ^JaJmH sH .h3h36CJH*OJQJ^JaJmH sH +h3h2]6CJOJQJ^JaJmH sH R,T,^,`,b,v,,,,,,,,,~------/ǴǍǴǍzgQgQ?"hcCJOJQJ^JaJmH sH +h S hc5CJOJQJ^JaJmH sH %hc5CJOJQJ^JaJmH sH %h#25CJOJQJ^JaJmH sH (h}hG/CJOJQJ^JaJmH sH "hL<CJOJQJ^JaJmH sH %h}6CJOJQJ^JaJmH sH "h}CJOJQJ^JaJmH sH "hG/CJOJQJ^JaJmH sH (h3h2]CJOJQJ^JaJmH sH T,,,~--- ///.0z001tt$ O Wdh<^`Wa$gdc$ O Wdhx<^`Wa$gdc$dh<<a$gdc$dh<<a$gd'$dh<a$gdG/$ Sdh<a$gd}$ Sdhh<a$gd} ///2/8/2?2A2B2C2L2M2~22222ڲڲڜڜڇڜڜڇt%h@5CJOJQJ^JaJmH sH (hBKhcCJOJQJ^JaJmH sH +hWzhc6CJOJQJ^JaJmH sH (hN{hcCJOJQJ^JaJmH sH %hc5CJOJQJ^JaJmH sH "hcCJOJQJ^JaJmH sH %hc6CJOJQJ^JaJmH sH (22222223[3333R4S44y$dh<<a$gdh$dh<<a$gdeRf$ & Fdh<<a$gd #$ & Fdh<<a$gd #$dh<<a$gdq$dh<<a$gdor$dh<<a$gd$Wdh<^`Wa$gdc222222222 333\3m3ímWB-(h! h%oCJOJQJ^JaJmH sH (h! h\CJOJQJ^JaJmH sH +h! hO5CJOJQJ^JaJmH sH +h! hO6CJOJQJ^JaJmH sH (h! hOCJOJQJ^JaJmH sH (h! heRfCJOJQJ^JaJmH sH +h! heRf5CJOJQJ^JaJmH sH +h! hO5CJOJQJ^JaJmH sH %hJTh5CJOJQJ^JaJmH sH %hJ -5CJOJQJ^JaJmH sH  m3~3333333333-464<4P4Q4R4S444֬֗օpZE(h! hhCJOJQJ^JaJmH sH +h! hh5CJOJQJ^JaJmH sH (h! heRfCJOJQJ^JaJmH sH "h! CJOJQJ^JaJmH sH (h! h3xCJOJQJ^JaJmH sH (h! horCJOJQJ^JaJmH sH (h! h\CJOJQJ^JaJmH sH (h! h%oCJOJQJ^JaJmH sH (h! h #CJOJQJ^JaJmH sH 4444566666`6b6h6j6t6v6|6~666664767>7Z777­ԗmWm+h! h:,5CJOJQJ^JaJmH sH (h! h:,CJOJQJ^JaJmH sH (h! horCJOJQJ^JaJmH sH +h! hor5CJOJQJ^JaJmH sH (h! hqCJOJQJ^JaJmH sH "hqCJOJQJ^JaJmH sH (h! hhCJOJQJ^JaJmH sH +h! hh6CJOJQJ^JaJmH sH 4456666777.8[8]8^8_8`8b8d8e8f8$dh<<a$gd:,$ & Fdh<<a$gdor$dh<<a$gdor$Vdh<<^`Va$gdq$Vdh<<^`Va$gdh77777777777777888888+8,8;8ԿԿԿlT?(h! huLFCJOJQJ^JaJmH sH .h! h:,6CJH*OJQJ^JaJmH sH +h! h:,5CJOJQJ^JaJmH sH "hHCJOJQJ^JaJmH sH (h! h #CJOJQJ^JaJmH sH +h! h:,6CJOJQJ^JaJmH sH (h! h:,CJOJQJ^JaJmH sH (h! horCJOJQJ^JaJmH sH +h! hor6CJOJQJ^JaJmH sH ;8Z8[8\8]8^8`8a8b8c8f8j8|88888888ȶs]]H3(h! huLFCJOJQJ^JaJmH sH (h! huLFCJOJQJ^JaJmH sH +h! h:,6CJOJQJ^JaJmH sH +h! h:,5CJOJQJ^JaJmH sH .jhxCJOJQJU^JaJmHnHu(hEh0CJOJQJ^JaJmH sH "h0CJOJQJ^JaJmH sH jhxUmHnHu(h! h:,CJOJQJ^JaJmH sH (h! h3xCJOJQJ^JaJmH sH f88894:h:V;|;;:<n<<<<<<<<$dh<<a$gdeRf$ & Fdh<<a$gduLF$dh<<a$gd3x <gd>3$<<a$gdS$ & Fdh<<a$gduLF$dh<<a$gd:,8888888*9G9::::.:0:2:4:6:f:|ggQ;+h! hS5CJOJQJ^JaJmH sH +h! hh5CJOJQJ^JaJmH sH (h! h3xCJOJQJ^JaJmH sH .h! h3x6CJH*OJQJ^JaJmH sH +h! h3x6CJOJQJ^JaJmH sH +h! h:,5CJOJQJ^JaJmH sH (h! huLFCJOJQJ^JaJmH sH +h! h:,6CJOJQJ^JaJmH sH (h! h:,CJOJQJ^JaJmH sH f:h:j::: ;;>;;;;;;;;;;;;;;;;;;8<:<n<p<<<<ȲȲȲȲȲȲȲȲȜkVkȲ(h! h3xCJOJQJ^JaJmH sH .jh"<CJOJQJU^JaJmHnHu1jh"<6CJOJQJU^JaJmHnHu+h! h>L35CJOJQJ^JaJmH sH +h! h>L36CJOJQJ^JaJmH sH (h! h>L3CJOJQJ^JaJmH sH jh"<UmHnHu(h! hSCJOJQJ^JaJmH sH <<<<<<<<<<<= =:=Կ{fS='=+h! h'/5CJOJQJ^JaJmH sH +h! hhJ5CJOJQJ^JaJmH sH %hS}5CJOJQJ^JaJmH sH (h! h:o'CJOJQJ^JaJmH sH (h! horCJOJQJ^JaJmH sH 8jh! h>L3CJOJQJU^JaJmHnHsH u"h@iCJOJQJ^JaJmH sH (h! h>L3CJOJQJ^JaJmH sH (h! huLFCJOJQJ^JaJmH sH +h! h06CJOJQJ^JaJmH sH  <<<<<<==\>??j??F@@@@@@dhgdBNB & F Wdh^`Wgdy$ & F W^`Wa$gdygdydhgd$dh<<a$gdsq$dh<<a$gdeRf:=<=B=\=l===> >>>8>>>T>V>v>>>>>>>>>??װ°˜‚°mmWmWEmEm"hOSCJOJQJ^JaJmH sH +h! hhJ6CJOJQJ^JaJmH sH (h! hhJCJOJQJ^JaJmH sH +hOSh95CJOJQJ^JaJmH sH .hOSh956CJOJQJ^JaJmH sH "hsqCJOJQJ^JaJmH sH (h! h9CJOJQJ^JaJmH sH "h9CJOJQJ^JaJmH sH +h! h:o'5CJOJQJ^JaJmH sH ???"@D@^@@@@@@@@@@@@@@@@@@@ܯt\D.jhyCJOJQJU^JaJmHnHu.jhWCCJOJQJU^JaJmHnHujhWCUmHnHu(h hS}CJOJQJ^JaJmH sH .jh CJOJQJU^JaJmHnHu.jh$3CJOJQJU^JaJmHnHu(h! hyCJOJQJ^JaJmH sH "hyCJOJQJ^JaJmH sH "hS}CJOJQJ^JaJmH sH @@@@@@@@@@@@@AAzB|BB,C$ & F V^`Va$gdgd $dha$gd$dh<<a$gdsq$dh<<a$gd'/dhgdBNB@@@@@@@@@@@@@@μwwbM7$%h5CJOJQJ^JaJmH sH +h! h'/5CJOJQJ^JaJmH sH (h! hcCJOJQJ^JaJmH sH (h! hyCJOJQJ^JaJmH sH .jhyCJOJQJU^JaJmHnHu(h! hUCCJOJQJ^JaJmH sH .jhWCCJOJQJU^JaJmHnHu"hNCJOJQJ^JaJmH sH (h! hNCJOJQJ^JaJmH sH 8jh! hNCJOJQJU^JaJmHnHsH u @@@AA7AUAXAcArAvAwA}AAAAABBB BzB|B~BC׭׭׭iiTBT"hCJOJQJ^JaJmH sH (h! hCJOJQJ^JaJmH sH +h! hsq6CJOJQJ^JaJmH sH +hOSh'/5CJOJQJ^JaJmH sH .hOSh'/56CJOJQJ^JaJmH sH (h! h'/CJOJQJ^JaJmH sH (h! hsqCJOJQJ^JaJmH sH "hsqCJOJQJ^JaJmH sH +h! h'/5CJOJQJ^JaJmH sH ,CC/D0D1D3D6D7DDADBDDDFDHDIDKDNDOD_D`DhDiDIJiVAV,(h! h3RCJOJQJ^JaJmH sH (h3R56CJOJQJ^JaJmH sH %h3R5CJOJQJ^JaJmH sH 1jhzY5CJOJQJU^JaJmHnHu.jhn/CJOJQJU^JaJmHnHu.jh3CJOJQJU^JaJmHnHu"hS}CJOJQJ^JaJmH sH "hUCCJOJQJ^JaJmH sH "hsqCJOJQJ^JaJmH sH .jhCJOJQJU^JaJmHnHuiDmDnDtDDDDDDDDDDDDDEEFFFF$F,FrrrZD+hZ|h3R5CJOJQJ^JaJmH sH .hZ|h3R56CJOJQJ^JaJmH sH +h;h3R6CJOJQJ^JaJmH sH +h'>h3R6CJOJQJ^JaJmH sH (hr7h3RCJOJQJ^JaJmH sH %h3R6CJOJQJ^JaJmH sH %h3R5CJOJQJ^JaJmH sH (h3R56CJOJQJ^JaJmH sH "h3RCJOJQJ^JaJmH sH iDD\FF0GjGG9H:H;H^HHjIII$dh<<a$gdo dh<<gdoVdh<<^`Vgdo$dh<<a$gd;k$dh<a$gd3R$ & Fdh<<a$gd3R$ & Fdh<<a$gd3R$dh<<a$gd3R,F.FTFVFXFZF\FbFdFFFFFGG.G0GhGjGpGrG̱霊waaaK6a(h;kh3RCJOJQJ^JaJmH sH +h;kh3R5CJOJQJ^JaJmH sH +hr7h3R6CJOJQJ^JaJmH sH %h3R6CJOJQJ^JaJmH sH "h3RCJOJQJ^JaJmH sH (hr7h3RCJOJQJ^JaJmH sH 5jh;h3RCJEHOJQJU^JaJmH sH jjF h3RUV"h3RCJOJQJ^JaJmH sH +jh3RCJOJQJU^JaJmH sH rGGGGGGGGGGGGGGGGGG HH7H8H9Hñu_M"hZ|CJOJQJ^JaJmH sH +hr7h3R5CJOJQJ^JaJmH sH 5jUhr7h3RCJEHOJQJU^JaJmH sH jF h3RUV+jh3RCJOJQJU^JaJmH sH "h3RCJOJQJ^JaJmH sH "h3RCJOJQJ^JaJmH sH +hr7h3R6CJOJQJ^JaJmH sH (hr7h3RCJOJQJ^JaJmH sH 9H:H;H^HiHmHnHHHHHHIII!I"IMIIIIII LƲ~~~h~~~T~T~DhoCJOJQJ^JmH sH 'hgho5CJOJQJ^JmH sH * jmhhoCJOJQJ^JmH sH hoCJOJQJ^JmH sH !ho5CJOJQJ^JmH sH $h6hoCJOJQJ^JmH sH 'h6ho5CJOJQJ^JmH sH +h6ho5CJOJQJ^JaJmH sH "hJThCJOJQJ^JaJmH sH "h-<CJOJQJ^JaJmH sH IJ1J\JJJJK3K^KKKK LLLLLLLL & Fdh<<gdo$ & F dh<^`a$gdo dxgdodgdo dh<<gdo L L L@LLLLLLLLLMaMݵ{o^H5%hoCJOJQJ^JmHnHsH u+h!$hoCJOJQJ^JmHnHsH u!hoCJOJQJ^JmHnHuhoCJOJQJ^J hZhoCJOJQJmH sH $h6hoCJOJQJ^JmH sH * jmhhoCJOJQJ^JmH sH (hUyhoCJ OJQJ^JaJ mH sH $hZhoCJOJQJ^JmH sH hoCJOJQJ^JmH sH $h=4hoCJOJQJ^JmH sH  aMbMcMfMMMMMMMMMMM&N'N(N+N4NѾq`J7Ѿ%hoCJOJQJ^JmHnHsH u+h!$hoCJOJQJ^JmHnHsH u!hoCJOJQJ^JmHnHu h6)hoCJOJQJ^JaJh{YhoCJOJQJ^JhoCJOJQJ^J h!$hoCJOJQJmH sH hoCJOJQJ^JmH sH $h6hoCJOJQJ^JmH sH * jmhhoCJOJQJ^JmH sH /hUyhoCJ OJQJ^JaJ mHnHsH uLMMMMMMMM[NbNiNpNwN~NN OO & F dh<<gdo & F dh<<gdo$ & F dh<^`a$gdogdo dh<<gdo & Fdh<<gdo$ & F dh<<a$gdo4N5N6N9NZN[NhNiN~NN O OOOOOOOO!O"O(O)O*O-O3O4O5O8O?O@O²o^œ^O^œ^œ^hJhoCJOJQJ^J hUyhoCJ OJQJ^JaJ !hoCJOJQJ^JmHnHuh1hoCJOJQJh{YhoCJOJQJ^JhoCJOJQJ^JhoCJOJQJhoCJOJQJ^JmH sH $h6hoCJOJQJ^JmH sH * jmhhoCJOJQJ^JmH sH (hUyhoCJ OJQJ^JaJ mH sH O"O.O9OEOFOOOOOP P PPPP & F &@dh<<gdo & Fdh<<gdo & F &dh<<gdo & F &dh<<gdo$ & F dh<<a$gdo dh<<gdo & F dh<<gdo@OAODOFOOOOOOOOOOOOOOOOOOOOOPPP P PPPPPPPPPPPPPPP˺˟˟א˟א˟˟˺˟׀k˟(hUyhoCJ OJQJ^JaJ mH sH hoCJOJQJ^JmH sH h{YhoCJOJQJ^J hUyhoCJ OJQJ^JaJ hoCJOJQJ!hoCJOJQJ^JmHnHuhoCJOJQJ^J$h6hoCJOJQJ^JmH sH * jmhhoCJOJQJ^JmH sH *PPPPPPPPPPPPPPPPPPPPQQQ Q Q QQQQQQQ$QŲŲŲŲŲŲŲud!hoCJOJQJ^JmHnHu h39qhoCJOJQJ^JaJ hUyhoCJ OJQJ^JaJ hoCJOJQJ^Jh{YhoCJOJQJ^J$h6hoCJOJQJ^JmH sH * jmhhoCJOJQJ^JmH sH (hUyhoCJ OJQJ^JaJ mH sH hoCJOJQJ^JmH sH  PPQQQQQ4RRRSSSSS & F &dh<<gdo dh<<gdo & Fdh<<gdo$ & F &dh<<a$gdo$ & F dh<^`a$gdogdo & Fdh<<gdo$Q'QyQ~QQQQQQQQQQQQRR R#R-R.R/R2R3R4R}R~RRRRîu`uîu`uQ`uh{YhoCJOJQJ^J(hUyhoCJ OJQJ^JaJ mH sH hoCJOJQJ^JmH sH $h6hoCJOJQJ^JmH sH * jmhhoCJOJQJ^JmH sH (h>hoCJOJQJ^JaJmH sH hoCJOJQJ^Jh-)hoCJOJQJ!hoCJOJQJ^JmHnHu$ho5CJOJQJ^JmHnHuRRRRRRRRR S S SSSSSSSS}SSSSSSSSSSwcVh-)hoCJOJQJ'h=ho6CJOJQJ^JmH sH !hoCJOJQJ^JmHnHuhANhoCJOJQJ^J$h6hoCJOJQJ^JmH sH * jmhhoCJOJQJ^JmH sH (hUyhoCJ OJQJ^JaJ mH sH hoCJOJQJ^JhoCJOJQJ^JmH sH h C-hoCJOJQJ^JSSSSSSSSSSSSST%TTTTTTTTT UU3U4UVRVTVVVfVhVjV|V~VVVVVVVʵʵ{jTjTjGhFhoCJOJQJ*hOho5CJOJQJ^JmHnHu!hoCJOJQJ^JmHnHu(hOhoCJOJQJ^JaJmH sH %ho6CJOJQJ^JaJmH sH "hoCJOJQJ^JaJmH sH (ho6CJH*OJQJ^JaJmH sH !ho6CJOJQJ^JmH sH hoCJOJQJ^JmH sH 'hFho6CJOJQJ^JmH sH VW(WPWRWrWtWWWWWX X X XXX?XKXkXlXnXpXXXXXXXXXXX YY4Y5Y8Y9YHYIYnYzYYYYYYYбСбббббббббz*h6)ho5CJOJQJ^JmHnHu!hoCJOJQJ^JmHnHuhCJOJQJ^JmH sH (hUyhoCJ OJQJ^JaJ mH sH hoCJOJQJhoCJOJQJ^JmH sH 'hOho6CJOJQJ^JmH sH hoCJOJQJ^J0YYY ZZZ^[[[[[Y\c\d\$  dh<<a$gdL$dh<<a$gdL dh<<gdL & Fd<<gdXH$ & Fdh<<a$gdo & Fdh<<gdo & F dh<<gdo dh<<gdo YYYYYYYZZZ0ZTZUZzZZZZZZZZZZZ[J[V[][p[[[[[[[[[[µ¤kk¤kk(hUyhoCJ OJQJ^JaJ mH sH hoCJOJQJ^JmH sH 'hOho6CJOJQJ^JmH sH  h6)hoCJ OJQJ^JaJ ho6CJOJQJ^JhoCJOJQJ^JhoCJOJQJ*h6)ho5CJOJQJ^JmHnHu!hoCJOJQJ^JmHnHu%[[[[\ \\5\<\X\Y\Z\c\d\g\\̺yeRD7hEhLOJQJ^JhEhL5OJQJ^J%hL5CJOJQJ^JaJmH sH 'hhL5CJOJQJaJmH sH hLmH sH hLCJOJQJ^JhCJOJQJ^JaJhLCJOJQJ^JaJ h>hLCJOJQJ^JaJ#h>hL5CJOJQJ^JaJ"hXHCJOJQJ^JaJmH sH hoCJOJQJ^J*jhoCJOJQJU^JmHnHu\\]]*]-]`]c]]] 7 8 : j k   !!!!!!!"""N"Q"h#i######$>$A$$$$$$$?%C%`%c%%%& &]&a&p&''''^(`(t(0jhEhLCJOJQJU^JmHnHu,jhEhLOJQJU^JmHnHuUhEhL5OJQJ^JhEhLOJQJ^JhEhL6OJQJ^J?d\]](])]*]^]_]`]]]]5 6 7 ! Wd@^`WgdL Wd@`WgdLSWd@^S`WgdL S d@^S` gdLRWd@^R`WgdLd`^`gdLWd@^`WgdL What are the parameters of the Normal distribution? 2. The natural gestation period for human births, X, has a mean of about 266 days and a standard deviation of about 16 days. Assume that X is Normally distributed with a mean of 266 days and a standard deviation of 16 days. Use the computer output above to answer the following questions. Calculate the proportion of women who carry their babies for:  (a) less than 245 days (i.e., deliver at least 3 weeks early). (b) between 255 and 280 days. (c) longer than 287 days (i.e., the baby is more than 3 weeks overdue). 3. A medical trial was conducted to investigate whether a new drug extended the life of a patient who had lung cancer. Assume that the survival time (in months) for patients on this drug is Normally distributed with a mean of 31.1 months and a standard deviation of 16.0 months.  Use the following computer output to answer the questions below. (a) Calculate the number of months beyond which 80% of the patients survive. (b) Calculate the range of the central 80% of survival times. 4. Complete the following statements about Normal distributions. (a) z-scores measure the number of _______________________ an observation is away from the _________. (b) z-scores are Normally distributed with mean _____ and standard deviation ______. (c) For Normal distributions: (i) Approximately ______% of values lie within 1 standard deviation of the mean. (ii) Approximately ______% of values lie within 2 standard deviations of the mean. (iii) Approximately ______% of values lie within 3 standard deviations of the mean. 5. Automotive News reported the results of a study investigating the time taken to assemble a car. It was found that the time taken to assemble a Japanese car at a plant situated in Japan, J, was Normally distributed with a mean of 20.3 hours and a standard deviation of 1.5 hours and that the time taken to assemble a Japanese car at a plant situated in America, A, was Normally distributed with a mean of 19.6 hours and a standard deviation of 1.9 hours. I.e. J ~ Normal(( = 20.3,  = 1.5) and A ~ Normal(( = 19.6,  = 1.9) State whether each of the following statements are true or false? Statement 1: The time taken to assemble cars in Japan is generally longer and less variable than for cars assembled in America. Statement 2: About 68% of cars assembled in America take between 15.8 and 23.4 hours to assemble. Statement 3: About 2.5% of cars assembled in Japan take longer than 23.3 hours to assemble. Statement 4: The proportion of assembly times longer than 21.8 hours for cars assembled in Japan is approximately the same as the proportion of assembly times shorter than 17.7 hours for cars assembled in America. Statement 5: The proportion of assembly times shorter than 22.4 hours for cars assembled in Japan is greater than the proportion of assembly times longer than 16.4 hours for cars assembled in America. Answers: (See Section D: Lecture and Tutorial Answers or the CD-ROM or Cecil)     Page  = PAGE 24 / 212 Chapter 6 Chapter 6 Notes Chapter 6 Find pr(X d" 70) T Find pr(X d" 35) X ~ Normal( = 50,  = 10) 0 Z ~ Normal (0, 1) 3  3 The z-score for an observation x: z = pr(a d" X d" b) a 35 Software gives 0.0668 50 70 50% Concentration ((M/L) 23.1 Area = 0.3 30 pr(X d" 35) = 0.0668 Mean 68 95 99.7 Rule In a Normal distribution, approximately: 68% of observations are within 1 standard deviation of the mean 95% of observations are within 2 standard deviations of the mean 99.7% of observations are within 3 s!![!\!!!!!!!!!!""J"K"L"M"N"RWd@^R`WgdL d@`gdL RWd@^R`WgdL  d@gdLN"O"g#h#######<$=$$$$ 7n@nd@^n`gdL7d@^7`gdL7d@^7`gdLd^`gdLd^`gdL  d@gdL Wd@^`WgdL$$>%?%^%%&\&]&^&N(P(uee7d@^7`gdL  d^` gdL n7d@^7gdL n7d@^7`gdL n7d@^7`gdL 7 d@^7` gdL n7d@^7`gdL 7d@^7`gdL t(v(((((((((t))?*M***+ + ++++++,,,,, - - - -------ừwswswswsh#Vjh#VUhLhoCJOJQJ^JhCJOJQJ^JaJhLhLCJOJQJ^Jhb^hL5CJOJQJ^JhLOJQJ^JhEhL5OJQJ^JhEhL6OJQJ^JhEhLOJQJ^J! jmhEhL6OJQJ^J&P(((r)t))<*=*>*?*M******+++++ +  d^` gdL7d^7`gdL 7 d^` gdL7d@^7`gdL + + +++++++++++,,,,,,,,7d@^7`gdL7d@^7`gdL7d^7`gdL  d^` gdL, - - -------3-4->-?-O-P-Z-[-\-]-^-_-`-a-b-c-d-e- !$a$gd%`,gdL-----%-&-(-)---.-0-1-2-3-4-=->-?-N-O-P-Y-Z-[-\-j-ԬԬ먚ykUQkUQMh#Vh~_+hbDKhJTh6CJOJQJ^JaJmH sH hJThOJQJ^JmH sH h}}hw3CJaJ+hbDKhw36CJOJQJ^JaJmH sH hw3OJQJ^JmH sH hw3)h0JCJOJQJ^JaJmHnHu$h%`hw30JCJOJQJ^JaJ-jh%`hw30JCJOJQJU^JaJ(h%`hw3CJOJQJ^JaJmH sH e-f-g-h-i-j-......... .".$.(.*.,.L.N.P.R...gdQ.$a$gd$3$a$gdg$a$gd j-n-r-. ..$.(.,.4.<.>.J.L.N.P.R.T.h.j.x.z.......򝋝zjz\K hhzYCJOJQJ^JaJhzYCJOJQJ^JaJhShQ.5CJ OJQJaJ h$3h$3CJOJQJ^JaJ#h$3h$36CJOJQJ^JaJh$3CJOJQJ^JaJ#hghg6CJOJQJ^JaJ8hw3 h$3h CJOJQJ^JaJ#h$3h 6CJOJQJ^JaJh CJOJQJ^JaJhyCJOJQJ^JaJ.......... ///4/6/8//@/B/D/J/L/$a$gd$3$a$gdQ.gdQ.gdcgdc$a$gdC$a$gdzY.............../// / //////⫼⫼yhWB(h! hQ.CJOJQJ^JaJmH sH  hzhcCJOJQJ^JaJ hFhcCJOJQJ^JaJ#hE[@hc6CJOJQJ^JaJ#hzhc6CJOJQJ^JaJhcCJOJQJ^JaJ hhCCJOJQJ^JaJhw3 hMhCCJOJQJ^JaJ hMhCCJOJQJ^JaJhCCJOJQJ^JaJhC6CJOJQJ^JaJ/ /&/(/./0/2/4/8/000000>ʰİTTT$$z$<<a$gd43y dh<<gdbFp $dh<a$gdbFp$a$gd"<gdQ.D0P0X0d0000004161<1t1v111111112TT@THTJTLTbTdTjTlTîrdRdRdR#h)h)6CJOJQJ^JaJh)CJOJQJ^JaJhCJOJQJ^JaJhw3U"h_CJOJQJ^JaJmH sH +h43yhw35CJOJQJ^JaJmH sH (hbFphw3CJOJQJ^JaJmH sH +hbFphw35CJOJQJ^JaJmH sH %hw35CJOJQJ^JaJmH sH %h_5CJOJQJ^JaJmH sH  tandard deviations of the mean Find x, where pr(X d" x) = 0.3  3 Z ~ Normal (0, 1) x b 15.7 50 Mean, 68 95 99.7 Rule In a Normal distribution with mean and standard deviation , approximately: 68% of observations are within 1 standard deviation of the mean, i.e., between  1 and + 1 (or 1) 95% of observations are within 2 standard deviations of the mean, i.e., between 2 99.7% of observations are within 3 standard deviations of the mean, i.e., between 3 50% X ~ Normal(lTzT|TTTTTTTTTTTTTTTTTTTϾݯϞύ~l[J<h$3CJOJQJ^JaJ hghgCJOJQJ^JaJ0 hhQ.CJOJQJ^JaJ#h/6Kh/6K6CJOJQJ^JaJh6CJOJQJ^JaJ hMhzYCJOJQJ^JaJ hMhzYCJOJQJ^JaJhzY6CJOJQJ^JaJ hhzYCJOJQJ^JaJhzYCJOJQJ^JaJhw3 h)h)CJOJQJ^JaJh)CJOJQJ^JaJTTTTTTTTTTTTTTTUU~V,WW7dh<<^7gd0 dh<<gd>L3 $dh<a$gd>L3$a$gdE$a$gd$3$a$gdg$a$gdQ.$a$gd/6K$a$gdzYTTTTTTTTTU6ULUNU~UUUUUU"V@VBVDV뵢weOeOw9w9weOe+h@ihw35CJOJQJ^JaJmH sH +h:o'hw36CJOJQJ^JaJmH sH "hw3CJOJQJ^JaJmH sH (hhw3CJOJQJ^JaJmH sH +hhw35CJOJQJ^JaJmH sH %hw35CJOJQJ^JaJmH sH %h05CJOJQJ^JaJmH sH #h@ihE6CJOJQJ^JaJ h@ihECJOJQJ^JaJhw3 h$3h$3CJOJQJ^JaJDVJVLVVVXVZV`VbVnVpVrVxVzV|V~VVVVWW W"W(W*W,W6WnWpWrWWWWWWWWWWWشƞƞ؉wf h"<h"<CJOJQJ^JaJh"<CJOJQJ^JaJhw3(hhw3CJOJQJ^JaJmH sH +h@ihw35CJOJQJ^JaJmH sH "hGCJOJQJ^JaJmH sH "hw3CJOJQJ^JaJmH sH +h:o'hw36CJOJQJ^JaJmH sH "hw3CJOJQJ^JaJmH sH &WWWWd d"dNdPdRdTdVdXdZd\d^dbdddfddddddd$ / dhx<a$gdQ.$a$gdg $da$gdyE^$a$gd)WWXdddddd"d>d@dLdNd^dbdfdvdxd~ddddddddddeȺȇr\r\r\r\rKȇ h% hQ.OJQJ^JmH sH +h! hQ.6CJOJQJ^JaJmH sH (h! hQ.CJOJQJ^JaJmH sH &hghg56CJOJQJ^JaJ8 h$3h CJOJQJ^JaJhyE^CJOJQJ^JaJh CJOJQJ^JaJhw3 h$3h)CJOJQJ^JaJUh)CJOJQJ^JaJ#h$3h)6CJOJQJ^JaJ = 30,  = 5) Software gives 0.9772 Y between x = a and x = b. X Software gives x = 34.21 x dddddddddddddddddddddddddddddgdEgddddddddddddddddddeeeee e eeeeeeeeeee e"e$e&e(e*e,e.e0e2e4e6e8e:ee@eBeDeFeHeJeLeNePePeReTeVeXeZe\e^e`ebedefehejeleneperetevexeze|e~eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeefttt t\t^tttttttttttttgdQ.$a$gdy$a$gdC$a$gdzYgdDI$a$gdDI$a$gdyE^eeeeeeeeeftttttt t(t*t,tBtDtJtLtZt\t^tzt|txjXXXxJh/6KCJOJQJ^JaJ#h)hDI6CJOJQJ^JaJhCJOJQJ^JaJ h)hDICJOJQJ^JaJ hDIhDICJOJQJ^JaJU#hDIhDI6CJOJQJ^JaJh6CJOJQJ^JaJhw3 h/6KhDICJOJQJ^JaJ#h/6KhDI6CJOJQJ^JaJhyE^CJOJQJ^JaJhDICJOJQJ^JaJ30 Area = 0.8 Find x, where pr(X d" x) = 0.8 Software gives x = 27.38 3 0 pr(X d" 70) = 0.9772 |t~tttttttttttttttttttʼʝ~o~^NJ;hLhoCJOJQJ^JhOhShQ.5CJ OJQJaJ hyhyCJOJQJ^JaJhy6CJOJQJ^JaJhyCJOJQJ^JaJ hhCCJOJQJ^JaJhCCJOJQJ^JaJ hhzYCJOJQJ^JaJhzYCJOJQJ^JaJhw3 h/6Kh/6KCJOJQJ^JaJh/6KCJOJQJ^JaJ#h/6Kh/6K6CJOJQJ^JaJttttttttttttttt,gdL2&P :pD . A!"#$% 2&P :pD . A!"#$% 2&P :pD . A!"#$% @=t$:T+fD:r!Oΰ!("dcBxu߆"VRԠ+uN);]X&3$df2?׵x7o//o; QF{^[ؼ7c7kzPz*{0ٹeU_y|wّ+ϳq(z:?,/ޭ׉s[e6#C<3sܜ=˞s_}Ox9}jUtkroQVޯ3~{칯^/=vlM\̭{F{cg ~wܜ{sgy #kk|X/Dr쟳7Wm>F.i?'7VOǡ~]33zH6߿S3 dž~>5"Im6%V6]}EO;@;H,Lm` vh 6[#D;R;Zc#\ю8N$'ɂN4N ,<l`v` vq(M.KTD\+RZkDV]' ؍$͂"ڭ&!؝JJn^~m` h `7QE{B'{J{FgE{μ `/`/ hjD{]7{Sk\̽-;+{oX>C>cT r-ϤrjTer(ڠbEJ^ lXmnY!-)ڨR.Fb#ؘ[XBmumB­2o` Rɡ@S.ЖXbnGv E`SEۥ@KBoWv ]=3^-41ᅣ.ؾ' ځ"fv`3>󼪴q_M2"j6?Ԍ.ma9ƍƬ|4oϿv[Sy6^l`v\y 6[#;RD;ZcLZl v`\v/ XIO[th;ؖҩV邝QV֙Uh+ClVm9 uhٚКhkc.,uwQ`E@BR6tD^d.ޕeuUh)E&2][9o'uTخHEn,JtSUvNpZ՘Ujy&yUxw]MeZ-ڥPSdJU7@$z ¸kkhCԨT=j ɚDB&/U&55I5B+؞Hs-\ܵtNkW/ZV(KyR&^qRۄz5k^hC퍄7c%$;&u6PRh~Lu [P {}qhZP,z}sKh_;o}#ط_ }'[_dE? S( ,E%ԯJKwh)_EC%Gj _ /łe $F8i`D[^h#Cm`+E[(V F6: ^ NW24wcUF%\* VIʂU)Uh.X jք"%XmVWzIMk(Z# DmV5,3cdk!XKZ %XkVv`cjru`]D*X7C`}+Z? 6@ lhC*0ц 6B15%F 6Z1l`E D&6Y)m' ڎ$΢Mlvm7vll/m`6]}OE;@;H,Ll`v` 6[#;RD;Zcb3#S"YU+yF~+CnVo\AftQǝ}|=~a[VkWkN;9:u>z:ƆccCءal;z&Ɔ>cЇaЇclH }Ɔ>c>cCs1vc16qx }"Ɔ> cƆ>cOЧbЧal16;, }6}Ɔ>cCCcl 0v 16Ebr,K062r }Ɔc cC_ء 06u; }#}ƆcC߂Cߊoءow`l;1vp{`bl06;z!Ɔ~c~cC?ءЏMȏcO`l'16S; ,Np/`/bl06;+<_ء_o`obl跰%ءbl0v7 !Ɔ1)O0vO16g4h_blp{TcC8A,al16ocCƁ{x +Ɔ-i16عء¸)`x0Q/ء 2^qz Ɔ^*8e c^c\W`\+1vUX}ث16μcCý1.qҹWyƆޘeEpCG06tF;epڻCR]waWpg6 2[c&;u5liov ]3iZk6s$vKb\c[q4tK pnFnSt# ݸgbl&!NYon<7& $gb qct[b,맰[s=!x+Mm16t\8>))ZXqv'k;sRZ)cCw3pU=p6w4r/{cl>Mᆱ py2s#۸?w$KpRx Ɔ$ Kt!8;0tp\7=㭼#16$:,8Vc06$4Ϋx ={'bГ ' COءIcC,#Ɔ 1vz^ֻbлayg'wء{baCal}yacl06;AxqzƆ>г0C16a'8=ءGc/fbc18<Ɔ>c>1 $8'cly;)!xNYOK/Dz>cC^gbg9J>㭼*Cͽ:}Ɔ>?i8V`l /^DcC_0R\joE2"vc"GpJ\jg"}Ny WclkpY)rX ˧) !z^c#+Mi80ߌ]%} NzWoj 6 }{qC5p4pM .wc9Nb߃Su'> }aS p`~'8a97J!?Sލ#'&(8ǓbY? )68p7Ka?Sޙi<φ8e\%cnF~Er +عۦ_ivc&Nzw[mw8wpwf~8{$pW˹[C Q# Ɔ4iϰ{%?_${>Wk}`loSء1.?`\?b?3Ɔ' W N9ѿc`$?1v06qx(E40̋068<<@/zIzK162 ܁Gb cC0ӫ16 VqzƆ^7=&cC{9Cg\cCءal0vƆCWIBDza16t &NyOе06tmƆa16t\qnC7Ѝ16tz -ƆnC7Й'al;t cCء06tk cnal;t QГqҺcCw]1vn;cCн0vƆC16z ƆcC06P = cG`l葂Sƣ06h =cal; =cCOء'cl)z;z{ Ɔc cCbл`l]1v06zzO Ɔc1v}16~z } Ɔ>c31vC06, }(}Ɔ>cCءGbl0v161zNIg~=o^hr|Bwud//-{;vQǝ}|=~a[VkWksG+uo眯z^9K@=  Nl|Q_("d]?SxyMs.$Qjڪ B%UZ([}72*] mڵo(%#w̝|>==||kf=qrtqsY)omZ8ںݲ}+lj8;;8N1w_Y7XMqi枻a[YɝYipz8Ü~Nsmj)禴{qHJyn?͔urܝ; 'ݭe|^N`P&Ҥ[Ot9#6DZ,)8:zL%7YmKJf֋,ڰeMl[069g1gSZeשh;ݷzƜ,/_c~Ugnd7scm+v&w%y9'sƚN1ѥ>l;mAl=csEbk6v涍dZ'u"Nw1U~j뉎{{rC{nrpSt|nc֖niOTtO'x方AJM=8}n{+}nvcG>c5C `}PS}a7z]Wpîmصa4q`نak(zކ]U{G)aW6 w$\ѰwUv.o唽KQpY.cإ]ʰK*zh.]̰1l'pBMoeo1 OE/(wͰ5_9HÛ ghyA#d G {a6 {G'o ^i+ {Aqae_z/ s,9İ?6 e,Ƃ^qhΝ1 I3I_>7ٴ]<+x:_XЯ 4a{&^-x6zb|vcxPy`/ž `!8Pa<<@;#?#=*?ytI=S`_y?>?}/\xK\/V{ASv..=j_"Xܗ+-Dl/KoqO /V^*ljlk|*_.^COVyja`C_y|#7o7X[U5aq߆vA38ߛ,Sߥ8eߍ /U8e߇o|?(w\I~['.?,Eo){6NlUVBD1ltg'p,j?s? ָT~[4vb.~".ԻX藰~9aJ\>^=s4*_3]q~ +ݰ~ǮX̻~'WJ ^R: B\/þ 7?"1N}OoOڟ)z_lܟa ,l %kpkb8iWbk][кoqʠb]g8C5ؘc@8\8?`{hy}(VO!v\7}X|x[#,ط>o¡Q ތCi q$+iq 4}11Xƹ Ƃ>_ c!_8M7M[1.D0=p'Y7n@Dbn3v V: [nq.b蓒pt; ]'cgظp\^ѧ`% 'S}]> "8tM1 qgbgw,泰]"; 1wEz>cAw¾uWl0tw=qW X=\{aϽOcA/3~ ?v`,IIzkZ zvbp-8C׎=u,(={3v=+|=cA_wX1HE zA!v.Ɗ[}K0C2D}Ƃdr}. pҾcE_C}5ƂcEOZ};AOXS14Iz=cA` &}snqcAߊqn0V };Ƃíc;1] n>`,{1V}9~Ɗ~MƂXЏ"},Nڳ0Vl=cA?} 18Ɗ~B}y z>Ɗ^;)NOa13 Yp cA?X/`,n _XЯ`,E+U;`_Xѯc,70+-؀[mƂ~cA/XK1{ID+ cA?X"'O0V 39ƊcA._c, zƊ^XbU 5̫1V=Ɗ^a,0V z=ƂɀzƂX1V zƂތXпb,0V-Xb07Ɗފ,XY Ƃ.K> c!XХ0Vti]cAXѻ`,r <ƊwX1n ƊÁqe]cEX{a zo] cEWX`,}1V~ :cAX51 ƊmOƾu]cEX1+@}Ƃ>cEX 0Va p}Ƃ>cAb,F 1Ɗ>cA`c1q x1VrS cA7X'`, DcAXЭ1VtcAa,1t{cAOXЧa,1VtG}Ƃ>cEXѝ0tg}Ɗ>cAwX]1Vt7cAXa, Ɗq> /Ɗc,+z Ƃc! z(Ƃc, z$ƊGc,18ܔvzu n}vesb9 6mɊlv5WTwopߧWpQKp|bc:sJ@= =a-T/j("dc`xta9efa-mqLefL)3l2333333̽*PQ^QDQJJM/Z7]Q9|t%xZ4SRIiTʫ6tݕ]-ZliЌ^lp>u?_#tKZ*foYۄe ɢS9˩80awCt`c+]Ucc% =4CTKR=; ڸe{Zmqn{A3sU9\۹we <~'iV:EqL:2{?{OHcf&Eyqh _7KuYN@ ۗ#~VnOUjoW^ӹ犂RA]LTwSzGu(UV Te`UUU Xu`5@V XmPuVT}` 5Xc`M@5 XsPAZk ڀj # : z l@`}Aؿlp5PPÀ 6+i#5`c28`M5pG$`AM6UIH@M6#f怚i 7|Suk䊄brRSvk*dVW*Sm55Oj-W2[)_z`kz'6*no J.X\儴Ur;Nngxrn% ̮ ^2p#m2pw 4UZEZPj 8]JX )M̭̒ruBIYb-g N.A/>g:㱸ꬡbꜫX|x1 ] nE3X[usL%^;*{is=s[O ĭkn=6#ݮ@PG=8n2Iw"t˭ۑtc]݌tqc"[w#tHEFܺ1:ngNDa3:訫GatC=vh4=]n= ovxh{GhzhK^C<ѭ6xhֹZj^+`飘1|C6t0̩>N)G>cjԇ|BI|܉NcN)p/ 1cY:|NDZ|1-yasG G(Y!~_|_|E*Om'@_36# }݀z:eCiwm/@M/};}|˾l/i_g-9/,>-t|b'~h-1}G؇-cg,A> Ot_Y@?[ẁwZMZ-0͂I7Ҁ7z^+5Z_;%+^!5Vx/쥂a /E/`hx.s{6س8݄g=CCO`O{21D'KXp8Q`::`{qu iO} 3`#(G8\\LJ>DAp`!w ` `o#z+[.`o"z#.`#z-k.`{%+.`/{)K.g‹^Bh\`{."{6س x`O{S5)=I㉂=` O x`vΕ!{C5\`/4Or+#ؽ-v/m=o&]-vvMh;X`7^v;V,p/5?p+nO^pܜ-p3/)пfn,пp#@f l;l@aܵ\Fˀkk \j~WtEte ]\F샮EW@pUi.W(L0ΰkJs4ӵ\Gu'~ n]F\n pE?v ]nW!7~ WsW'~Z kح ]Wp=>m-p!YF6scMl p3/@w0 ^v+ݚÝV;븝ne3E;X[pg"tbww7`pmv_4~_p/ { x`@0 )أ{4Lx`{u< `Olx2S{*t< ` 4Y`{Ѓ:_?x!؋^ 1`/{9 x%ѫ^ zG^ :׃p7`k6`o#z;u=@3 .wH`kW:ʄ}`kw;ڄ}``xѧ>:> 9σ}t|K`_& U_%AM'-o} O4}ORGD?& O5lψ~ _2<ŀ_lA8hDG':1f±Mt2<݀`'$x:NDtbd 4D;%ѩ8%,~>i |PY3П}|b'8|>y |b[ _}|˾.W }˾U |˾C5!}݀y߰zُ?p?}6 f~%w~m3+fG|ǰcr[6t1ǜOl6SNcN,,pwRY8>N~mivbwΏ`飘30QЙl^p;&c8tff:qݜJI9'#u.H3Pǹ=: Nla'絑F:4 ]pSFAp*i.iB r:pa94,{~\dEـJ;4Y;4{9S˹t\B:ܹGZ)w+|ґ}ߕf:4 Hs ]F.$\~O">^tQi.f4KHs ]F~_˥\Z2\.+r~]^HsCi?\DO4?q9p!/4_Ksi.+酪^?HsGi\E;OU˿Iswi\K鿥4+H3]Q˕\Y*\*jLWr i.הf4kKs4u\On \n$tci.7rSiIsyqv絷b+Jpqqq us.|Va)' 3Xov+8YoR,kzx,I*QGGfQULկ.Pλ>Qgci|@YJY&Ii:~ڎ -#_D9{{?s:<(Tz5A{y(rܞ?KMX_eە 2zXCݺuǧgyYIR_(+-s ϲAyr"IC+;6ٳ۴2eDDnЕ_t*R].]:/u,ZN:At\Wac@G*v # h]@;vmULmV-@uWDhz]%%ZZ*@+ҵ h)RiC-|y@sh}5ۤY@3fH_4ͤZ_iMl$`ƛ4N&m[Q&ap;a& 5i4Ȥje 0II}(AW/zRQ*օRg~;QH_tQ;Jm_Mkֆ~ՊRKj-|ZGM 5B imǴ: Vr|VMj*g*GU ~WEWE*Vr|VU᪂U3Tޯ#VCw5Xm Vz箼VrUAW#WM|VrM}VrͨU\s~VϪjaZX-Vmju jkZ 5δFj޴&jX35:)Qk`m(5Z;J)uj:My ׅRWj(u7zԋRoԗR?^4Zu 2iICtj0+0iIɣƘ4hV]&4yI4Uhht4h`]s74D^hb]CՖ-Z\k @VKuZ h4@6K# mJ(y;@ w h4@Kc :Jt 4N DN:ty Z.]"k@׈ݐ&It 6i@=Кc'O='zARfk7@oզk#z$d]3 p@wGgD( QTYZш ih(6Q@9% JHkZb$DI%JA(QjZi#Jk(#P&DYjeF("Dr1XK(?QjK *BTTkgDŀ *)/3T4@_-+Z-wD1RD?D*]Jj*K'_֨MпDZ+#*Tur%@UUT&P- ZQ>PD6i5&jf@@-Zjmj Q[ZuꨵMPg.D]նPOy^@wh]j [k(0@#i(Ѻ 4h> &M4YohISiКn `gf1i!y&Z`BE&-6i|R\ VJ1&1i-q z6Q>ɤ&mQ;ihILڮvvRڥvnW댡}&t@> v!L;bQ+.tNQ:uJg)/vC.R+`U>Qjnu۔ 辮i豏([WO}L>z.K 2tk 1t[ {`轅 c?5לN۵u8S)Hdق牍J>z-̓>v]Qɕ,*L*Lu5a&Wfr ak 30k S]Gu\OLn T7frca&70 30Ln!Tfrka&0 3 L$Luga&wfrWa 30{30ս[} .L'Tf@a&z03y.=LÅlØQ|$:)I\cNʜ m8AIl8niqBc38VsLφ!}G aB:|prїB,:[ .+߰/]釟- ~`? o~`? R|?ps.wm=w-; D?5}+2Y%}1@c|aOugi?çI}g>99#6~> %{Waٻ8ڂw{;X6fo[ l7썈~x^o}~5^mWyYf)2f/p6{pxyȞ~xgYgȞiGDTdOAdDG< =ق(x4G!{$Gp8*6{"{`dB@DGW81qdFv/dpL=ݐݕXٝ );p=!-qpNFv+dr\?nfM݄Ӎ݈~! >QtdFv-ZpMdtudWcp"U]ӕ]WDvNGv9'Q!_N鿑?] w/'ÿqWd܂p e\#;No_s+N/(Nes4Kq$S+.b iqQNtaNBvAZpNGv>Np:eӹ998Y3s:3r:=ם8i˙p*Nt d'gpf8IӉ'tdtnzW&np+2n`98fvSDEp7rp\qkSop-? \\.vyW aU]1\E]1\U\ Ð S] î)ZTfra&0 raAWp#a&7FpP&.p.teY\%  Z(wu@DpPZrkح-]F\n 7r3n27p,nn;ZpAw2n[3 n`]swv'ݍ<b96{~k1o 6{XP=fGt_#=f5bxkQ=OBddO#iȞngpxȞ6{Ń\dC|D!׏^ x "{3x@JdB|4k@do&d{ϧ5[ې=_(@NNBhb>@{IAd!d{W:AQNC| d)dxAYNCyO|9} ٗ<N_E5N_G$78}ӷ}w(r#S,!!1px~~^_q5p--#[,sx2Bv8NtNGxȜϲhȎ8cs:r:s,8> ;!1x.ĜN줜N^S ;%Sq:5N촜N^3 ;#3q:3Pgt6Ngt/ӹ8y8Xt>NGvNxBvaNtQ/UƟ!s)㒜._P܂DWpxo9Gv? #ÿpWd.?p_N9x\8]ٕWFvNWEv5/Ց]5] \u]тsr7Ypcd7tSd7cf n`d@vKo ٭݆mՂ!=;p#Yp'dwFvdwxwCvwd@vO/@p/dFvD?8KLB`dan anGxyG"{G#z3q6{<dOD$dO~<S=,x:g {>(x1g9ȞC~x>,xO^6{ x^f3+m*DfAZ}\7A;fo|oٛmO"xfS| ;Nm8A>aY|aه|Gys.'}a >O9 3>Kþ|1/S|_qWUln;]/p.C}˂؏'^? Q|'~2`]e~{~2A}u~2KA!e9яlp8;<;.wD? #0GS:̂0Gmp ~t_Zp6˯C978~(yNނ2'w)nwRYB,8ys ÅB]T.r8uvD C8ff SQ @qTa)#ф DqtaTEԱp08[v.r0'Lu| )9 +9atn'frb'9LNEN.Lu ?90SYp0LNc5: .^B Iə֜EY &Luva&ϼS\L-<.t190 390B\HL.".t 3a&frqaK30Kѥ0Ka&%䯅F 3;5/2L0?3Ga&$䟅Eɿ 37afL.+ 3/a&-L?LW S]N兙\AL$TWfrUa&W0k30յ\[u+zL/Lua&7fr#a 30 SLÈ3xV,I2Iqg=k`)1sJ=XͮgE9N Y~68y Rߵ0Ocb~NJn@=Ⱥ#!۞y ("dckxxHa)eff-3RefL)s줺}fTVW}eo$RAGs\_*^ꡬs]5eG' Ɩs&m;kM|}\Jq6(yA;|"=Q j(IAqOPWgZrU,ڵ\\w{@ױ=zɤ%e]{e${8&r+/:躽kJ§Zm[Țq,ͮVYQr<ӆK9B])-%UߴiZ_uIRUe9ʵ]ee+Rs+bՑXMj!U:EbkTC!&5ERkXKZ!6H"vHGbXgĺnuG?z ^FR}XU:` bĆ"5 ል@j$RLBl4Rc8ƛdM@l"RؔP+aMCl:R3LWzzұ/AyGmҴ/ֿKKd&/VҡJ+-'̰E쥷EԵ|]5PnB_%gԕPB eS.,2ʬlM_B 3]4RJe(BϒJf($Q2P"C %PˮP#ailQ:| C>n)ÙSP|" :9O:SNƜa9ȏ}V)as>#'8;.G_q̱)C_~lQ|Ł _%89f}D`ai?Go{os;-w8w-F3>s>|>vl1~я~cQ o7luD?5k6}g|f__ly_X9}f%OS6=i6g6|f56{?g =6{7Mxg0휽"#[8{3goO98{s:%k9{ gXUW@r^A/Ab^ h =!:2s=ٳ(Ȟ鈎B4dOEdOfpT=єxdCXd8:9{G"{1,x8!{(c*!A@Dt,e<}MpdFv/d8 @nǵ@wAvgdw8w#--'Vn t d787)ݘDn'6zȮ tdfpk!&5]I @*'S oOdqr ٕ ٿj‚gd҄GwR +55N @8  tYd4iq)dN(E.B7@@v~A:sй4Έ@:;Ʉ@gBktz!;Y,8 ЩN Jp  INq6 N t"d':M8>8 t,d:)iѐ(@Gfp.tD#hkyh hg06@C[08 @@{ρ~Sd|&ُ~7@C]md&o}]| WKȾd CY 4| '> .J1d\C@Dd} dpI!{+[RoBFdoz= ^^U^^qY/CRd/A뽈 _|ΞȞq9YȞ pygptdOCT+pdOI h9{gG8{,gAh+q(#(9{ge<s g9{-g}{sv/SmpF>fw] w;Nl;|:m([!2[:-8w n07?,݄Dpc  c˜\`aܵ4\5ltu?pu]3*\#W Ǯ'T7frCa&70^T7 psa&@p0pu?r+Gn° ]~>t; cOq{:܍8#7v7u1 n0`panpWncn&0 ncw;qt;.>vW{rp7F2|ݛ^67g8?Z=1!=-xg0ᑜ=G#z c=q |9{Ń-x2gOATD!x#{gk#YȞsF\dC|^@p ^E^1ː@JdBj25^u֞f47ٛ=oAV![{>ށ@B|m{އZdD!瓜#> 1dkW:тO $Ч=$ >@Cy'd_/3x W}kȾ&o}.}O@?1P<Ä~g@?x~ +_#Ƴ,-6@B$, (^` N@'aB ɁNtJYp*d: itNt3DgBvfl/@:'й^F@:\:?]B0.tQRGv K] ѫqi]_ūM]!k+ x|NxG@(^g?3W'7dWwd 쿀Q>"*Ր]]M\5o:Ȯ t=dקx 7@vCd71p"̈́[ %ЭݚM Ёnv Ap{dw@vG;1x wFvdwwpwdInAp?dGD< #{s.`z#{HdBhE8dGA93I=C<S= 5>3=ٳ>b³=s9cL^cً9{ Ie^+4>W3 최ѧ^O?͜j|qvAY]scr>#x?g)C}f"8Ɨl >i/i}+&|f|lE}Ik6;&|ǾfS|o6&lmŷ8}o}P;6~0q=~c?k|~ca~a~G~0Gcp?rr~B0 )Gp#Gr#3Ut4 G3Wgompt(V V ,|xL6u_ɒYj M*&GeeH3uϕt]ߵuy[wpm?R6]6EXJyCgmɡ*R֫]+).IUC,T6ZNIRײr,U:P5 X-jV@>` jX#59`-k T+Z@u#P XLn@u`=Xo~jXe6 l(PF+M(F5lJym`dx5 0U l`VjbL-l!HE%^+b-\aBj+[\AՀTlkZgZ|LmT^l۬+PVrmj;aI]vl˦{ګ}ZۯZ;KvPưJcVJR.9JfSZ,ivưDԝZ(sŧZm1A<Nd\k ZikA+1ܠeb /ؠEjEԵ|銤6fc٣f`QyAS1M4Y-I&4hxL04FWtјFaiZ ]1 49G1 4УXL1W+VLzaGaW+SL1uꈩHj)Sj tBjrB]05Z"]bjT_+V=`DH50UJV SU*H=J&/(ҟ*!Z ]!U+/Z)~ҏH?xJ=EFNH_!}Z/a*TFWZ4R)L%J yT (RLkB*TS~]|Hy`ʍKΨ+'HّieRˊ) Rf$OFe)ZHҪeѕ)5R*@J ))$ʞr/1R"e׊).8r(B)RtZѐbY+Z$L"  #MB$ZH0EzW5+L/^ =y )R0'j#=VHb|-H70] 麆*Lº.!]tVsHg1A:)N`:ULHG0U\> H=*!ôiݺJBډiJmCڊi ͺJmBڈiZeaZi jeu´ L˥r-ô]_-ƴBL k4ϠH_z4,fj}5ta*}m MFkA0[q4ƠwF4Ҡjn0jU5`ikA G] KO&ԋPOgl=u7t ^$U4:xV{/#K^jaʣJR ljnfdMQc5a )j?zUTuLUEWmRjUaMWk5fXMXm]U,WZT}F5 sUԚ֌[5KZuӵZ SZMӵVRj-VGzG(T A!EudMtu2iu&D-DtyDm<+KmuS~"KcHZ u!ӣ.2EA}tנ~k5hAC _04B2hjc k8LA&4$&cbT]CԦ4 L3Նz4 lLs<6Va"x098g:3 8;GQxWguabEL8&) g| †>^Xtn>G€tj N|܄S3 Dtr@t9ا49 Às8R0}G>q>NbQFa3}=NFvx2z 734ƛe0^^U^ ^r^^h{{{˛|Ξ/fwAՄ؝mv'7W}͂v>v[7:m[[:-8O n07,݄pc  g˜2\aܵ\5&k~r ?t5f8pUrmW G#Lt] ]On LTn$Ltca*7=D7 Tnja-~Vt \ӏ܆kab\;\/>vnp7nN6݌mpss+qpk Gw5@q;@=0lA6|^67gap kqv 6{ gp? C8{([0#음lx2z#Z`!F'9G}ǀ>_D >쓌>ln'Y`e9`'x _EF_e O 2Sx*7}ط}a]F}F? x?d#F?gp03x~W~ 7neo&џ-lb³=s9cH^Hc؋9{ !Ie^+|+9{gI^k9{Oa7{#GC~'ӛ9{ gou9{gwqnx>}f$a}9>ݴ6Ǿgńs6<;h/ l _6-}ǾC-c&|~c?t~~0s=~c?󱟻~I9Џa~0'0K `aSpGd3L>?7젣9/89ҿX԰ߘp?~:ʴǃ!~6籷?$O&49]8噃!ppTN4$8;2Ӆ#8khDٲ)31=^ͱ6DZر糾?xxn!8)ZF[ NpwCw$H࿄eoߛݽ22s3nwǥ(JM~>R>Um{?_6EnFW;FS#q)Ji9U E)4S)J]3,jU#2^4y2~%j;/^63^PV=%@>4(shH-q/^{ wo~̰+;wXCrKt5V]C,|I Q#bY:T?ͱj} rd}y\n<7,=6fJYگkS^c#zy]u}A~Ұf+]_^-˨/b<#rE_ۊ~o]VQˢjET\gɫ:%4]oYucaqU6BWg\ rMе f\-t]6 g ݀ rC6ȍB7f܄ r [lAnl[bܚ rm cܞ-t6 w22>`6ȝ wa ݕ r76B`ܓ r/6ȽBaܗ r?[.q6 d = `6CBe< p \ʃ= H6ȣBf< tIy,qldzy\ƒ<-d6S Ou?pAy[:.~gAz aeax |F28>mc{c |Ɓ q st }΄9Q%<8~ .YA~r#|?s"|Y8̏"懄j߳wmu߱a6;T8aM߲7%o6-U}!|f_5,yB9}fا$OZ8L>j|Z,5id:>(,~B?>W ؀w[]'C[~j${doA)ٛ%{xdo/^K5ZcEURW2咽L"%؋$:/$ɞOyG5Ğ#ٳ MgILb tx{ cx2'{"'ӀK8b%t,5c=أ㑒=É=L8&B.7҇}b:>HH'>x/{ػv׼;N.mފbpIo&&7{¥t눽5jb"Jb /'2b/%x1{!". |b#\?29=س=S 9bx/ }ؗLɪ }kľ Mo!}!O5PÈ}OS}~Cb?x ?F "LV\8~ĎtT!]Y&H"vlgp" Nt"b'F:s 8)ɈqJS;5iN|NGHg@:H3!jYΆtvsȄs"ҹ΍bA:/%j^HOBHx!vQ!]ejK ]R^楑.tYbG0 ҟ"]: ϑ^ 㯈5 M;+{x$vE"/ߐ\sa\UJj7ĮtMbx &v >!ҍdnB@ـ9-? AnM6oq[b#v{;Հ; 6BFe=ݓؽ[CGgPz=;]\b%0wpb Hn&bA={)=%{{Mx"'{2hO{#߀g{&gIW5Ɣ#s=&< ${!¯I^"K5>Le\WUxd%:Lo썒I#Y-%V& |-)q{'WYd>,[Ӯ\V_}3|b>K>9 |b!y>kY_ K;"% jIeno_lm8akf_w߰ߔGcB")o\CaV9.ُaᎊ ]S{t,0Ǒp|'0'8;Ol6 0Bg"^lxlAήb9'[){lsAOqy c߁. `\ l yKl.t)6% d ] ri6e%, c6ȟA-t96ȟA\eدld  [߱A{?A rE пA l+A [lAlklA[lAn @6MB7cܜ r - gqϽFLE )oGS{k ⯆+"^ާ¯w[̢ݥ)?,ל4"po{.#1~wo}#/b#}<|!~ۋQq;l1FC@=Tmh{–("dcxVdqw/Z- -R@.š+PJ[w2_&s璛sn&3{y2CDUVE Z֋)ʓ⊒2*ʣ(j5x8Z(7tlXgJSQJiʥX+/qtcim=ϟ?ׯf5UJ[W]mm Jv6ZW)Cs].c6%⨿E5v=&VҨ]E[\ZkRdĦZѷ"#%2qjͿ1fnZ/o.̻7edAY)J{/cQv=ǻObC=_U7NX}iI3[}Et}[>Z/k׮zYڞ6-Ԧ<׼Ra_#i/}!~쩴W4Oʫ~秾xՇSo?O=9Sww0Ʃ+ouԙS'#ڻo8ڼʪ^RKj&jUy)jbpUc5bO M_V_z*Kի:KeJ^մX TEjܪ*jBUVr}TM*Yb=UUC>b jX#*kT8^5AOU,U5]sSU3U nMגY KE Vͭ5:uTLS}5`֎YC5,S51QSODͽĬKjɬ[w_RNm=ue֎S{usׁSGNd!% %tOD`J0Ad!$ yd!! y]AGx'H$ d2SBJ4y:Y3BIzz6Ys\ϵb瑅<:/ y!YȋwB^\K\/% W K*2׫Bd!1bAd!1o>F2Jp& {suBV^_:[\oc8ٯpn;L8W NIxïzV':{CYm>:g!m¯0g@:#q38"8}9J8MVs*> "a8E;DɂI9>N@AD>ap|ҁ b8^9>mq}0D`aV>g3/Hc%ї,|F_6 ÷[v$WmM|=&`_ /s|_ /" _s:GgmD26T}|f; GmZa}fD?`xd{=6{d ;${;MxdoĄHfSS7JD?cxdu/^%{ΊURWpZr^&Kcxd/FoK/BB^m=W :6-ٳ=38Ȟ쩈dOF$dOp| = XdAhd8!#%{#{lj,x( {0kA@Gtm}ٽNp/dDvdw8 wCvWdwAvg[p';"s‚mZ n t SYpsd7)pڂÁnF@787>!.iMk] 5Ȯt5dWpz 2Е] WdWFO:g]r.s&  证.άK%s?9 ??FGg5] %.p6m\ŀ]{@]d8 . t!_o]~:Dp>u_p. ts ѮeUstcYtfd" g:#t:fiN@uN t d':{ىNtBpd:q߄X@! 3d~S #\Ⱦ=";@#q!@_ /#vn}g>;|٧>:>Qd]>C@D.[1ދ=nw!{'w:ּۀފ- &d p17"{둽 E^`x5W!{%Wp\҂#{"{Υٿ!{]E\ȞyȄJdF,?FLɞ4ɞ)Ȟ< %{?3=N"Y1=ZG!{_H.8C%{dpi $%{fp #ٽmv/fwMhg63v^mp-66uJpܒr6Ean*?Zp9\w# wq\!\AՄ넘k\`WBpw +WGt t5]5\A@W p k"R r-2׵-b v뒹Gr}nHr#C/sc21ЕnBrSW a7s;p rK Ž`fbqք; $7t7v7q n07[Jtgp[. *ݍ6c݉fw= $Dd)ٽemv+fc%{dp_ "C%{Lxd쑈(d1=pF =#[|/׻`}>D>c@G Ob$O}g<@Cy/ z@_2}| @@Mp$з};O|d?y?1& VTUgi0d:6ql t| ;!sL8ЉNɀNt d:L85itpz3 ;#Й~EY t6/d8;s*9^s!;7y kfbKq! 6KM]d=x6] ^K]Rq„?F'@ gdsKdxuMx k[W[w@.+.@៑ Q׼+]Uu^kՐ]Ȯ: @Av]כp=dGv x 71Án"&̀nӄ[Vn-M Av[d7pdwDv'; x wAvWdwCvw2^VAv_dC65'@dBv5 &&<#=RG=cKL #{dOxOBddOATH4dOG LdBlާFs%{ x/@B^ըbd/:@2^.+ U2dAuLPIzޠA (J&!xdo8>6{dowHN-{l^I>_ > j\v?}&|fG| Gm1}\6>3&|*>mp|Vs6m"%R}Y/j}M6z}K0GJe`|`j|a~ ka~~0?A ?uIM?w0yD0!rc|q N/_t ' 2'8ȜDCNdN.яlp wJS'68uy wZ b?7! ~tgtU B3Wb3s+Ec;Y8p v\gApǮ;J: >qBDd81Ϋs2I~,6 v p>9e p~D"sڄ${.DN]PBNo !g +8Hr pa2יm!,d!g5wb݄=AU ~7,\Atn󐅜Fd}A:Y/:IYB~ˁA.Dra&sNX],w\% =w;!Y\' Y%C%$Y# #2 Yȟ,Bd$ 4Y_.Cd!Cd# { s],rd!'9d!Dd! YȿHr%+BrUNr kErm됹Kr=듹n@rCnLr8YM\7% Y\ e q.׵+J0{qm\YxdRsN)aQ2r+YnTM0ս|-nSGgb{T%|v9ϻy:1v/i2P?]Xjn a#jZc@S( PNG  IHDR5؂ZgAMA IDATxM0Zj|C^E$#;39CUdo7 eP,l k= W!?شM7,Q5PחgUYUc,˷Q`SwZQu]/Z? Yod8Po!_msj?\=Jb_t_UTc[Ua(PoGzz6Eod*o/\:n-wײ+eYv>*VښCׂ~w%BUh>&S]_Mͷt0uzYn ~B'ŵ,U7_.{[h4 uZ*V*8UC+u?3,<$MDʲ76DaI_UUY+a?m|``OZ? H+oJ l}0N:`O`%Ͷy{;3럘 |f?R ̎!Xe4KӉs_|g+3w6[p8 œ>@Ex7 Ҿ|3ʜΘW0$O9k@YC"MuS9Binb6螞wn>@7~@ќ. (I Z7=~plҜ;?L3 a 8Ec~@NWlyTϏmNv/sUUUE{Vҷ`Cc~3cs`~\v9{|kk;1eU# ot{,R;׫;?J?Xmr>4! UUug9SwǏ:_eY||(???* _=^:+D+*gzTrv-t8:-/gu1Xh̩$Se-qφ:ܢ:ZԆ}91z _KUUeE C:Q򳚱u?WUU|rPP2-_ vӋæ};MMզ%53nuhߩC9>T+o{lO1t~$ dŝMjo]8?r;9PuP`- kAX43>߼<lmobNw+~pG+D3[ɻu`;ri|^Sl&0R +7=%L7͸y|vojcX :6Hb'mul[ k_· P ^q&(oz[O9o x^`p yÃ{,(l4XN'9K99 :R4X(2=8,fM~S_}=(,mVC wM4jO[]R~ߊޝƎ-SxSBzB1(D39P{,Q_oooEQ1Ʋ,TD4S[q Ŭٱ˺wV;Vsn>rmb=+7]oo'ؕ oݑfY؉&p^C!4e/$` ׭as (^UUuݔs5\.5^r @H :c @Z_[h?ljx gӉ M p{BkrN`~_+qЛ n*EE1,-ܴ,pxF~h9~1|?d+?I O+~3 _~ݿ,nu+?X%[IZ|J'CgWuozͶpl4Ȧ-S T2g0L:iNz<柮b&6ժ{=s'bCYVL[1/Kz{^_TUc.KQeYVחzM^׺EqMG~^+~1rY]Ж뉠!cqbyT؜C0qWҾue`IIg6 ʲ3.lV"+^:-'fm\,pX/WC:g;%2tdؙri'vIkǂz.1C1ƺiGӋChih:0{kIlpg7h:}SO.u]贴;/O=xn+iNsV Oz[Nu&V?ԉf^[9:"KR5֏7NAÅSTѮd1)#o҆M7xa oѾ[eu'Zzr;,UnۿY h*؋N@p9OG7pO/%UR݄h0M oF :crTUU4v4KJ={4hmnAA1#k{NW[m C:VJ탖Q1l^z^ro?6ƗO߮|o,u#9ZH=.M_oӳkÿ_|PPLX+Tb6=<ȟIN7)*ʲ~&:!lSί{w2m0ќ|ml^LoWUUenޜŷЎ;e墪G7]P#&)D۱>9V/qWW\>~E@2o9t״Vg5mn0hw ȓD_ou(!Q Yø)ͽ^䞜@{ϊ~l,h6{ A4D,'"9A=|'3ȟF 4 [2 N5tXouU_OY,e';&4GN̉oFOcgSjvXd5àv%w:_o&۟04aV ck0F1M" plhoi"ħɻͱ NaaJB/1_o3Jr%9$ugo>Q{\.@!\\bzQ o)Ȼc~`^#c?:8ۋ7':w\4(挣_se4'|~r3h~zr}SȐTw#<sl;`?] \,&QQ\2Ӳ) C9 O,ɾc}NL߳XQ`_ˠgm 09>L\NKʬ7mWAABhOȘx3QXT7;|9Jy~~sph{csoV&\b8ݍ*Ӄ>`1Ke{LGY~9zS F{;-JӎH4(@(K7o!=(߻N"4=; K~?_UU+oeg3= 61#{.x?}gpp]cغq3ܛg{|N⫟;vKx;aȌIj`$$`; yE~F}~teYu:Wu n}STe;y)d_TNdwhG>@W7OdRğL@:ӷpM #CcKC5t2 DHo3FKo z{P;ܿ&.Ok5k`hP? joc4u44gA^˯K|?j_hzs"!@Ko t#.7eM%ax-͸t= uȟuǖ@Fe[mO΢nw(61<ۉcKn YC(=6xyBC q̕u ie{J~g hL1~|F31Ƣ(b_^kX q?!קSmsV =M*oO@9?  `9H:Y[gg7x88VYn¿t`C)O@ҎwM#=<6!''bT]wPEgt^3?/lu+cm@6UUu=|| u [,Bs 2GWU,lnU%l^l6TU;K_~Ӊt '1wj_￝dk=ySɒ{c3.M:M9y7~ގ]oGasfc'nQj5 ׵sl[i;bҮo0S9zeGxc1=agηh7`G/wj&@'1mM}m5^wb^Ͼōv?5 o`m{E'n/i^__߰vkmlsK/-Gme~;[>‰%±J͛Ea6PwގԶ&бk=&|tOm+uΩy:}@ lƺd.Љo>kvyN*/3^^閷?0]mnmV[_7=.@ uɐXjp- 4NizoFCAڽ-i,}L|<WN"KVet/1nzv90mi`N=7ru6o_"?[gP{L`+ƽYϊٝ7{jʝ?wNۓ\Vleyy~g+Dퟟ38|(Óf36Xvn\i;U-:,1~O//ׯ-\6hpŚӘ׹h͛9ݲ";e)۶߱6iNK0!:62)<+1?Ҁ8L9_9 @2#kl6ԩM:C>K' [.@ɿ!Ɓ<@L#d 'ndII{PYz71[}t&cġ=g!˲l t|& :d+B] wڈ d=ϼ-lh~ם$'@6~~nL>Ԏd1o_~Ӥv2rwZ/θOԦd P'p\fzN6wPedz4}>ҋ{gs=Kɲ=>ҿ5?6cmn?B%Ӏ;,ܗ[ܕw|?ݝ5Kosm~cKɲb=?#& wT~s,P{`=ˆA{a;h^ģzoGѥ5<e+?6qrox&~Bgѝus8+?}Vwv`Dc?5C&X0ճT{C2|4iϊynkC3aqk?c\Ywt~n ?nyŠؿ,wJE"^LQ,\/3f'h׼=\[T~;+tӉ/o.{q,ci{ޯ'~{Qv`r h.!@zmC]tIc=Og1u\sf>X3=2|ిp:F?Ըԉ<>c.:c!qX~0r,S63֞㐫=7뙹ݥm9&3YO{G]Ø\GƻM[- 3t9 α5`~֜0]眦\ KS9\YϜNXOĜ7~~u?vv4^]'yI:M',zoooA2IG'@6v^eUU'dx0dypg> T9_9Mϟw6,],O lf껅 e ƤC:MV@63kt : t m@Scl/LoVre&N蟤1ƛ v &W`X߈1|`dI}.l_:=) ld& F< $魬:u su]dk@'jG&ʲh{NmB93NB6f @O aIcDsEQܜLa4mH}v!EzcЏ۵Jz(tC <  IDAT)O_l6֣ڷP]t;g7qhs:pLג% d"ok2,<]w)[[cm(dBX(x#4vy<#&jM25 jZ9)j_@`#WLr\P߅Ǭ=7]Ϣ:v<)]Ս>_PuEqWC1]Fɯ_2] \O,),;eUeY@n^:6`\O.!_/eYKb,K ;\a&s⵾Cx/C1,UUui(lrD!^!^.uEcf!(X\.(Nz&{CX_Ru^GUUB+ >@EPVU} h?A2 @kF|}!ecYC7l=2>e[_Rif.k\c!,'ԩm @O'@P;gtL;wd|p;,tkz%@CHW54 Cv&⿱PZG,A`J!MMS7 2S׿?Ѓ%.7fJsCbu ʲLCwğE'i}rkbhP?_,$HC?>2%RߠqCH765; .@iP]L=**\&ڶ$k3$#` 2]迪}|T?(~gʝϴ3 YW+9sd 7~o3?r)COhlXa5Wد,dzͅ]UU6Qe5N"]~X3syzpϟAO$,wmiGA2FeQ(e?\ݘ4|dk@{ί_iR6wlr$eU{*eYʲjʉڶ_&>\sjVε-ݯuǧs/^B,BBCQU{U!/U1Qۆhؤ#LvMZ׺3xDɒH= ^Cԡ(GUJ14}N߭g'}4ZƢ4`d}uu]1RyX=fqg9߇]K,u})RBBEi(6Sߌo)9PWE@y8!@Bccz!UQkE1^"V!@aqWopL?pBtGkqu!^cTUc ueyOn^YSט3Zw<re|cU!}'4|jr3[?Wxެ Fƻ}!^k !:a 6<'ϵe9+/φP pztM zpwQ9_M bΠN (D'w,2!RKa''l$~?*!) _Oki(d \s:Q{'?>>kCm| dk@A`ߢNc,LJzt \svcz6 !:, ȟ,;?a@!_c?s-u9ǭ0g~ygڂ$AG t3Dh{|eq[t$o~]:c6̉W,u6п<­T'@6e-Zf @ :FiUU]b 2Cg^!'&<pںd @bkd @7=A`w6Wuϵխ~dݷi @sտ/ӱa =7?nkiMZ>O,82Q+.M;+"?٭xr(p~G /h, Σ vs}t矪}͟05vߧ)Xٺyt,,06 5KY.L x$CzѓyC3}鹿 ;qڂ?sΗϟ?AmLfpXykՓk[_cCǖ79l1rDw3gan)XwpvHSO>suc@6[W>9p= fd<+P5u 3eYeUUav@:P}= ъ L;#m?hvp;+ZV?lpW7<n.@~ SuطDn~M_~ 0ǩoh 7M|tl,ojV\G<`0L,\8_mcYuSc Bhrb#5vQc @,c)?-YնCD^p2cl^4UU].gIuƜQx/(Czxm@:Eڗݼ=VOn~cepQ'ٟ4?҈sϹ Њ_t{^ڢ<}4\.f[M<.@pLM}ھдmlh:h1hYM4Q dvBO vs}߆dQ`"dZKx`̑=gz0d7 &o-|s$vt ^MAxPTGάSOn~<>JoVuC 0'{Փk[_s`pߘ^plX whq3;uғ.$7ċ;q-8?!`gq'ir:Ξú' 擀v{0xGO``Xf9X=u? s&"±~ei=+ҲqΧt 3: 3> ۹%|Rŏ}kʹO/8Sgav^Z׺3 `i ;+?Qkt:脃*r?:(y@h>/̱ sΒ~`lj켌 J ;#&3ch[|4 |pڌ hԣ&00byX=5J:c~n.8g60qhpW,uK|sU g??sB!P[·57'Wt9naT`q @zplҎ;/]On~;>S6v` ;KZ| #pf4%m0ǖ7y\$g sP(Y"L܉#v&czgs O,`з 擀fFiFsNlNpf2c\_[y 03O/̸-:+َ'Mg?_3˧>qYznܐa:SdȶfTSNƖ߬f=*rӉJH6űc?\}gmcu?e^ 6t0B]׋a:QIpsahl9{66 }ڼ08pTCq^Ŋ;c1:#l> XB&FSl8`,Q;Am5`i=g{t&Vni>Y306L}c-zVl-:yOx Oym@<볛0E￟݄ rVuUUǷ}~@6ǷPu];dDldDdDdDdDdDdDdDdDdDdDdDdDϙeQo$ۜծ =epL(˲G;D?zt`;M'':p*:p":p"9]g7ad? 7t}.Q?>>BJRT*JKKjx1B]שO=OӆJRT*ʗ(*1ƴTdVF;tjgQT*JRYwW8r`gQT*JRYRT*J~;45f ~_@T*JRyr0/ucl@3]x2JRT*Kjc{4}RT*Jˉ@'BGծ: RT*Je @݊P*JRT;qPC@T*JRy2]^eJRT*.s=cwERT*JrfPDMG,*JRT*3;x!@qX~T*JRT,WmdYT*JRT*gKݪWiu]||[Fyg}#v{B ?~x̆~jc`>}<[+7s1|| u E[?7VE^2EQ4 sLG`Jtt==7:{~;&;'0}<x gǧ0NDNDNDNdO."PI텡w81v8N(~;w;gt]8&Ly~&F58MɓO>̽hyv[Ƞ痏o MhS?>>族o33'tLu-jF~̜O:a918)~?-x0S?t0^ ,Ë G<:@62p"t'?XQu]?%[kicp<2_ݐEQt:\?@a2s_ݐGKi9 x& #pۙǻ ?1xi>}<x /K3dd?@F?НHEQtu<@{gn~M^ x(;B7M^3nVkp[V m?/G4?)x9<.@'4'.N5p0 3c#@_a}29/m'8I;OrLINdFNDNd"c:m7b#iמ r,4A?>??6TUcrl1iw]Wx1c !@9p"2p"2p"27-mtB^3ݻ=R p_Qoz}<]Ko/|h[ !|ur8gt )?|Ӏv0њ4xdFpl<dMpsxQ27 86%8g|  c͍kpG$c͉?ɑ88gt 88gc߈]{v+84?~x{{|{{ۨcPUU{ƞ"xt^c`>Ë3@6*(# x t6:|at(m2Nxa{u/x- J?Pcu]GUUoFҮ=r UUm@UU1m@S!xt^c`>Ë G<:@62p"t'?LQ!o.}<g lUEQG21:mz[u Qz;C d/lu}0{@c pH2&XK~i*xA'ڄ2UUeY:ɱ]=-3 4t 8?= o~`Nr`? `t,VN4⿽$|M,U@bUU?~x{{|{{ F͠c9p@Hlz`>}<[Љ? 7l?1=xSt $wl$:#3a?sOp02?- <Й EQ>ԿwpcxvOf9OpHxpzo:7^Ծ?? 뺙t >x̎:Et e iE ٭{=9E]< v$`^c0xϙxZ 8("EOEO8sfnle] e 9];7p `YUUUU5ٕ㳛A1c`wr< u;/bGڝA>}<x 1aўhJIb:If~s)/zjs)Gv"Ylg@Qt.וDYQ>7Y&Ez0''꺴v7'(꺖ę9կ׭71!pτY/֖?x|W6@1%ݺ~ڙS봼浸T*JR-ŵ/!㱫?[u9sI{u`W }1?7!@z9);ɉ6?AD4zCj+=̀7/^AHO" ř?@mQV0/ӋxQgY]ꮩ_NCT*'Sx'g7 3Cڣ/a.Zt>75)_Xkjp+DL9;97ֿ niKb#Ըn] M/w b.9Y6$qz$.k,޵)J)c jJ'i+|up2Xq75vu;VfwPifZl^YeԊxh> ؜g@ 2g-6#7p"h-6JCP,j 0I`wsTIorګEL#}ͲA3U. vV<M`ߵݴ27ZtHX{1E\qeݫOCFYh ŽXzTЎ!Mb-ִ3PJSk\v;D" ]=wܴS)p JшtnM!xR]H)Ilp!CL&E^;vM^ݴVu Dtzz:m hW7mUPRgUU-DcK?鲏C\XW`41&vZf]T`V4|eRUZL-BQQ:c7ւEpw0,u6tt ?wY ,kAcP;*zG'{8l`4۴`-p )pI }.g10Ͽ#*q:b02(s,ihF9|,7V\!R& tι1!D!('o{uG:EQ)]8,˄^s޻wHK_U#M<ϥKY].]V՘N(],^ l9BJ^ĘhXٝX'UEuEzW(F"bkVՇBdYYeYgggGGG]PKDmY7=/{m{WV֛7-#-6~,I VfnŰ/=cC HES{-koy*cwt. 2YN^+yYf}J@c_k/B9 !rS8߅S55jpA'''DիW: ~vv駟*,r]:^7o9&= tݸALGwwޡߧ7֭"* xG%{^J#!(*LY R12[3^A׫E.W'")R]8y_iMFL F#ոU&*LјKf8<{/k|DDJUB0unWB ƪbeIp;HGιFi0< M {M-+nT}>W尨p<p8 (˲UZY͋\G^y]_R˗'[xFt>%m'ַɑ&:wϰѠjyqδ:5է⮫B3ֽނ9.?C NWc?]m:IuRT'Wy( !c~EJsHp069f0ڙ ?D4,+,{'&rqo^ewS0t@$]/-"2{z{כ9r)kaK˸tK*6B?˸WQSѵR>nV@h@!BJ9"i-{ժmoN^ʞ%$(H4V45}&M]M+`@@x}se\qub.%&(W^%"!IeRp?46U凪6CQ9YF>z3SO'7,Tެ*}e#c'!ލޔe Ӛq6XjE{IhGy7Q)ׯn d)~rE"d MyZU[G6^ur@}jXFJT`8I}jb 4 !)~IoЏU itfYcAoʥ͸_c88! yZitp8Tpx||< `kC\<^WVE2x7%:txHct"]F.GvjEj^T+ƒ+߰TV_ݹJ(DX"OOM0Gyeb!_= mA,e*es- "^Qςz@Q_Xx3[ou`,/8!sԓkQ<_vʕ+'''͔tzfXC@.]ޢ۷>^y>`JԔr$uɛʒToK:S~BYO_D6i`\#O1}kBRʱYnQզ>H+^_R-SQ.)fn5~/cdbMUUYf!fٴ(Mɏ NX1޷32nMn(M@׊N_y33'r_єvKH_Ų6b] 7b vwoЦP]K'ZҌmba.]3F i E 6h)J1&r-j(rfեuJpcԍNIK`˴^])^1HΔ,qݔФ5d𷕌QX1QTW}RʲdD9 7'#b,U<ɋZFT=jl1sYv[%ff*BmNd^=ŪksѓO=,ݸA/DDW "R<B Z7}oXsF3k2?cL "ã09#m\^r6}PmeMoGR,?LJȧ.!L+qv6y}"ih@&5l>&bF\T3g3c1SB}7%rDm0R~nNo~D@PUxKUzR踓SL3gH0MLX]pt0r\`y!.^ԫjRFVaX#X9 #XvpI&Eip hsP)oޑӡ@7K';}QэpNһD4#>7Pǐ[],MLORU :{IDAT@((rŲ%"`]twkby 'wpƝek"XsCQ *zG&,0 N.+F9#m}_s5l1#T Όl8{!_ld/qWIENDB`n[zycZ.? PNG  IHDR5؂ZgAMA IDATxMzȺ(`?8C^)GbHD\Y^*[g| $O ZO2BAr}B؀?WǏ`R͗%;(s󽢸uy~?cfZ,ʲ~5fVsH}%=y~ !X|~ZoujֿSGWy>ŘWKT_ Y2,4 ZP%+75WZg\wɍ[`S~w^?[EQJS}kR!Ƣ귊ZGw*xٛ-TVQv <@34OU_e<ͫ1U|>ouP4WdEp =FU @kyy)nvܲ$:[ǫ^6ٳȻ7r09oP2X<955.ɷ2sqgEwjN@4>%x{'Ƽ3͂Z4/'ߌ23d;!=F@mjLӼ_eۚn_&)Dw~!47l^+uO;R\xJh> ~ksgtZ69wlҔ#;?L2 a+ رYc~j@JlڪvCy~zNyDWQ1Ʋ,g_sR}t5X#gPsOQ\c,>?? 6cNb7< o oD ͼT'QU;\DV~T=Q5tZ"_v`{gmneZblԝz.vy^ ߅/{PmYܳS~{*Y}po;eskV}8p(RINI8=jsf7_lhV>7¾\.< VnzJmqMoj{Uob(e}n oH7֬5p@յP[@_qu\Q^#7riH{{}iXc;T6e_s 'hYeYhՃaec=yS?ի(,rʧz؂ܽf_?իUW5Oϲ,^cl^Pӭ-so~л#=/ w 9 :Mz^ϲ9,_e,KU+O*9~ O[i F#a%C_v*wVɐW~n7R9e'&0A`~KI*yʷSVJ^pO4Z'.ϋ|mMihU[8&d`0Vkw۟5I?]7bMy %ZEs'WwD :X&MׇqZ|>W?^.[10EQGv(eYC~}\}ϲKYRVثR^pGcl~OMkb $z=4b 1\Y<3p(U?u K˴`Il5θ^[^WY ;Ւ{BݟXmJjrr 7 E :Y`$Ϳ"I.v\[Klo^3<ϗe.O܅ ^xniҸ'hdKj荽yfF΂qu.w.geY.HZQ?^}yn+N}V OzWzuKu_w2`'Z+w#DUbu|㍫}_p*X|{ѱ,Еpt{`ѧV5$UߖfPW>1Poxܼ'~צTdYCWV oF3[9(\OzK=9oh鹟oAAkDW {[l%CZ]}h~yJ8ū^7jv4\kXaBP-Okw8/NԼ*{ :w)m?=_LAA5T-3$} O44gA'@+My'?Di;Z!l]N{72>+ڳٰנ(,/ܲ8v0S 9uwPY>:jk\4W^e3m^3sk~ Ʃ^.{rO@sς<;nUQZy7J>(t|s,D @3ԧLrOf?* GLTkH}ܓcnc:,;PdӚ6f=F4ENLoFwckjfXMr`IJxgЫzIsxi@){G Z{r`ncwn^²x>nTi{]X!_ u; 5;F֪$pc֣$GZCyz?uX}wpʻRE^G|Ջz׃aA݌u`q#o :^9պٜEfGaї{~N0~)c['-Cw/09w#=$sbn Ā1Ϊ؎eg?`??ÿJ2*˺\ {M]s\}=: EwPu֝טP'Y{[U_-8ɾc|NUF[$,Jŕ4Sl9 |||ߎ$n۩u+Y%[AZXWҌS?lCo$&QVJ^UͧTvtu {w0Í8~ 8Y כ #$fgzN^OI3 }$`-V32`$>>ϧ3J~G|>e|_QA'Ϩz8_~]aYC#ene֕Y)5oJZ-y켨*dҫ ^EQ dwjiF9@W +TfUIH'yVA`?{#hi004^89[CAF9@ce-Aoj7Q\f CP x m?>E- iПkeyn^FuKfm\n9hMnT2u.0alzu= uȟu@By[imNNng(?cxG7-Y3gY[h.Y6ͻ P:PWB ˻ qĕ42=컁~[U~' h&w{jooowN@Xu{>`=1,b#O17d]>%0^p9~$!ݱu⎶9zc9oM9z?CNӔ՚}$ $ G"<v;9Ҍ7H`݈ 9*)H@ *,k-@J%amug?>> %̏?ׯEQ-@2oooǷP̊Bs z.^|]/J$b@YJz#dV("wϲߗb#UI ' $5/w'dK=zS$oluS$0P߯.7 RhEh35Ⱦ 77#wm휦jzl3bd; Ts߱F׵M}pY?BՏk5ΪZKz%7:Owkǹp9M޶T߱$C1~ȸc#/H+= Wo5_ԫ3Wwsm^fz#77:w;ЍCAւmx|ORgJ=ݷf>qۖ/Ȳ[?66襪6΄zjժ6ލ~>>ҶP$P?x; (IՋߏCB4,d>f^7>ԌJQ_iR3AwCL% PXU9U=|VS,.36sZI~_͚qhuǫ9 ג.@< e6CYˎ[`V38R䰥h& =a1Uͱ@?H6*U<}P=h%|ŒDC?5Cq/;MMkTkyz<nJr2b׋zRoyg3̪s+`v?C#ۀ+ފZ͉S&>=#͘xeYO_  UćT{Z$LqYY6h2%um6t 4nV$d֎3I$)ykQ $I݅ t: $ޓ՟ dFͨ=(5՟m@/ .R&Yf2^TGT9ͧ>z8T:٭F j[_sPp[P|||٤ gy3;؍wᅮ\Km')(=$Uۊ z=a$VmݱwSU[ŋ;P Ġ7k;N @7 l-&n2>Ǿi6p4^!^B!^^!4ĘB{H&sKy1:1{{C1YE(Z43 s TsZQ{KsBc,BB(BEey+u{/C{l:vCZ3~n֑d_^B9x\,p,,"?C][h'eY󩱽o-cn~M9>J>#9*!ʐ˸+2<ϫ!@e;EtVc͛?vׯ^_?'W7w{8T:?b=YU@COm47IPEը1𡺶 &Y?Ncn~-;>ՏΩj@sί_iR M}Cy+]J^yVo2eVcA`UЍ+!@O LgKC.9fXƘ xA'j|mxII:d/VPIk 3~Gh[Cٲ9_a=o^Ze9bц⼊Ϛ30tCcԐJ=Q .Lva 迧_PV;bIks-99%ss:֛;EQ֝#0=_#+ԗ믇ܴ].1X5 ޚ,Ku<ӞJO~^y0$z.nL! $ _~%lOX9H UyV@ה@2kyEV9Yzp)5 $91FA/=E2/&FA =.@qH)w~?H twIɬ0p9Y"_@24 ~JX!@p z`>>Ҷ\ʖe[(ĔNӔզ<.,;M!$جٽ+am^OsS{I`qv!KbEQEuB16߽YҌ|n.lIzV UPEQT1VK[ǯ!XW"41aӾb7gWi@e^HoooU_9IrS?8@Zm|>Ϻ_@2?~X{{ MsdY6wRT*JRp),z(?RT*Jաˑ!{Ĵ(JRT*7=#Vʘ*JR~o`_Ty7wzn:ʯMd\E+2B?}klzCG!nE#vsa:7_}vY5uP?'+Mm 4T[8:Nnhp:^h(Zћ `%uz\?q@r#W?ػk}`>nz?ɱI\ij?-{ Gb]Z{h9,}l./wu Nw0c:7g8߹2^=ߏJh|E^9p7csax=>>Qc8X6< ߜ}?sÛڵSn/X/}͟p}l/J '4.j />z>Vvr */C {qg;4v0bW5ݖUaya躎{7wnĿ$`wQiIٿqqꚱ^c5b;؟{?QDZز>hG IͫqeeH)_>7adws6u>G>kQzq&>9G>}kQzqO1O!@u3ѻ׭Ǜ иDcsK`8w5<aqE[k.pȂq\7$w淥#ٵl==y/>{:qڏ?$ϟ?lA)N)=k|v Hc1eY)ooonR2Y |>4((O/ʳCڮb>qO"@ᣙHج?aʲ̲.< c$̏?݄ J(rz>:XzгӼ}~~N/G'ub93+{{{| 0wN#ogG;&D8d1cYUb{v+f0 zx?Nt:3PEPvߌ}`>}܇W ==~$W7P൘ $d=P@},{>&#̲9=Nx迻&b=ONຐpznWW pwAGDmq~&tSzq?e~~A&qahMs^{61`.1=p @2z@936b=Y1Xe(؁<Oz=N+%EQ=y=y\tz}`>}ܬlD Ys[=g> pT^oڵ V`LYnlHF$ͱ@Q mvi=ϜP9T:7`LuWoxm@0Fl`[s"WjpsIZ0xbcV5~W$`=p z@l 1˲(؁fx?Nt:3PE}Ъp[_.=^q>ǰ`7l<Hhs$8'?Xe}Oӑ? f0 ˲"f43U4_wa rxfP7k7]x]zM91hokv`v9M9}q`$c8=p z&ɲ,˲gb]YÂZ#~mzn;uAl <ĥSk1mGcGN^1nю lC.rh)?>1k{xsQe>%kfpk!B$~]*;{W~R{Xh=H`,c,˲?x|#`sT,t:]R@Q1m@Fn\tz}`>}ܬ=d$?H @2z@О`Y5ֻ]: a`LR~yvCRݏVE Kl @> q} "lb?x~S1?szlCEdozcb/Ix]zjiN [yˣjmǻpx]f] $D{c,jEQ<yn@Nz:VJ 1t>SޚeO}q옝M]IDAT>~!@9p z@-솬+kX]QO=]~mz4peHwǻ@{?vCm^ U xx5<8nsڃ9;o vO`=ϜPOx|bcVUc%똴*P6<%*;{W~R{Xh=@2z@~@c1eYEQ<9E~:tZg(c6U޿\.{:e>}`>nǏ2x$H =p hO~,ZKv?g}0lxb3 lbP p8=p zn0=d=|p0} $D{c,jEQ<yn@Nz:VJ 1t>SdY ].=^q>}`7k=@2-SeYV0Szbc~zƘD=7 m O8=p z@ceYVGQo|3sEQNz:V("Wo!˲\r`>}Ys{?  Hf@B۟ dl= ,_~.`LeYd^{ d0o?''s=csD{2v@{$8=p b1Ʋ,EF=u~:tZ)1("ؾ |^ccOq^.=^q>}`7k=@2`PeY~l-ע_+ʯ~,˲ioWh? X=EQT/<_q $3Q@u&PH DuMtH GFݬe @YG% ze$_[ ൸ cs# $9U_łLiC`$<ϛw87@<`@+֟d1cYUqb8fx?Nt: FsFCer)e>}q0W_7 yS$|pI G> xCzd@wϔi @e!$ޅ*00Z8 <') <eثif7< w?< 8=`ӷW PJ?<v1=-"dY$zf i@2|@mV2Ic{ωxZ^@'d$ȟ)9?s^'Y-DeY @Jij 9@`#$؃oyQEQLc,˪' w>tEc(Owk :-{܍mVer)e>}YSLSYs`Wr}:*qy z=r ov;OK,k> kxV >?OnǗ$(,=r$m3'LY'$׊' 9="~X{xBH_z`s%M6C؁&?/T^דcMt\X8:Ges !|~~eYudfY->GhQ}qFqn[Z~/c g9MWR*JRT*_ U͕cͅ#L&N_l,*JRT*Lf l,*JRT*&)-twFRT*Jre7$uͳ8 @=y=JRT* @o?7(˲J(JRT*w\ iʲl]¿'hRм_P(JRT*w\$yzP~E @wP*JRT*=e#k^<`V`RT*JRyL;/ԍ')JRT*Y& PىI,m`zJRT*;.S=}'΢RT*JR9L]-ERT*JrbyPGˆpkR@@= @Jf_l,*JRT*nS9)IʶpJRT*ʉph(E͊ >Pgx(t^OJyFJa;y6 \.T,;=!xk֗ ~> lYwPz$ϊ-h=k;]^(f٪{:qI в+^l6[b@JK<>8 c[YZ`#zWc?'1)qNik[K4mK|kڔ E)֛5'둕_ Uw=z*-b;x;CCO&wߺs7]ViPmCK57j$/? |psAd龘]V;ރ3H 'xQuT; G1=j:QJynRuAmg# Vk,ܜ6xX!in}3"fVk"Z F'V<ڌt}p1߬Ή -YvV; ZQDo=Ge[DUH V&؂myz=NUY]rEQ' $v+^l6[q~y^BzmlUe,W0Qeoϟko=p `m@E" 0H"x!A,xً ]'qQr lA %"kjꫫ{zfzgޏ鮮z]^4]acRJuqiy*z术RbEA Jt]X Y_ "JGGGv`g%k资*zC+Z AW-qnpA?xhh U@!'{2 As gڮӖ V缮KMjKPEC 2ĖJEALшůD]R`RRysEB!2RA;g !~}2r~۫;h` tN$Blmmpo޼yvvvxx`_ir&}Otl5q[[BH8>vl9\ǥm`KCyH9h>Y ,0]a؊jt 6gD^|!D$~kkKJ$I$JOP }੍5cW_SOMΤO=xP;w]}_!/0Ɇ%IR?܊`-=c!g_hhݲv5ꁜ@9ֹ%1'um|@y=1`UJ! ^R7UYHSk`z eUF <994MwvvpA;==$S6Lb[8i /p?ggp6|)|<|>^x܁?wc\R'*Rn>RJYEQ 0|l]pEw`jB<eY*p{Rc)%\ti} C$v o;m}k]@O ?@!çwl/2`( `k yKu+{`T΄<-57׷[4N"8 ;,>ׯ``0888$I)U z5Skr7\{{oRJpo?< Yzo|˧M_YJ FBEf@8I9TyP>{1/QWNkAmzJ84lN[k#y!z!_XLNz9)B@1= J3(ۧj+i|L %7C1BhZ9<o_Qyy4瞇#4:CW[M`L_)|цmCCgrM=E:}cҪܝm8xcn[>IԭFK) `QfKJ)fW 0>Js^r^Xoɍ!@6R̒GXhUR)G3$gT- i@{g8v8 G 7ncJ2Ӕ" M588'OcxYrUEڭ' ˑ$!- W~6BeX~EwZ(>+xs?zp>,;;Mynb6B.Ӕh!D`RU|,SV^Pf⻺B!@6ؖ/\fS59&嫪hz}'''{{{'''4ʪ1.QD^w߅{|>h9R)WeH8%, h!jޤ3GDh?KB#;ה8GO1=cB\ʱݸЪ9!־*^_iQ k]dhB `)!Tkq&c:ԩ( WfĐ/jV&@9L~Ep@+U4& n( Tj͛9]KJŐ6b\0W_U^(|յZ}$=1W;afDMfmE1X3{;YrKӞOWV!pWtXcH_|{'ϖ$ʘ1[#&y&#d rƲ8sz+NFZDOwP-jiF|pcfJJiХE|mI]}QFE_x%g}^୷oj :QXT j}dYl85@.s~P/3N-+N?{(‡+]m[s#Շ,tYi1EsFJ9۸Yz flW/9+l m!ipfnfBeO !0;Qx9 6GK C\v7U5 9Fc~ !G{Pw\ mU։Eun&}Kپ֧+oQuA񊷍s<.6PwPk<>>694]tiܒhFxo,h]!57twղD61 >IY+%5 uPkFж["OWF:נy: x93aO<sC |C, L`O.% <m}_s9/iPEoTB18 9Ɗ u  b~   .iyIENDB``!G5.V-t8Td5 WxIRTA88F;嬠H,F+sj '0"Е5deUw7lא۠6՞Ѿ0jJ315MصշInd:>b{ Ϸ[q;Xia䔵5Ïh3c?Z-T(ӼŇ 2ѼCl^B LhB ,bzZP eZlҕ݁P@ 2Љ|B $|P E6z*QU|ǁ 2(CHB 4*@ 20(*l`T(* d C d862)d0S)P >T(*b d ‡ 27F\ǫԱt*ʬ|*ʢhښRѲq{ШLo , mllꪭ---Y׳nk k q}c4ތqGmaDېSp9-\E&f4,"jzx^Ax~Azo$t}ߡ;ߣ; k3eka{'wn^GAI.r )(PNG  IHDR5؂ZgAMA IDATxM0Zj|C^Fܑĝ!f3n πZ>: ;*IjrTv !J|(Eqzg_JUBqYe9kjܣ4'TJGBޱ-~lgU1eq|WQn_Gy%/Eрk\Ie71(&CoCwV%11#냧x8bU{OI }Ff"%Ӈz޾jp0> ⋢|=5L|6ӀjPwCɡiV1m39$TarcEGjC˴bT߯yqIuی'-xRkwA”y,_1)@nԪy9a9e! a5jS3`L*syz=[r@QKS;+|fײ5slxw2u"64 fu){O\pj> {eJJT>]EQ˲`=J\.Z5bNj){f1ry~%1 y77"WfRgϼ ΓnzN"n(Ofc.zQzs=3}hD5?kT l,k`gw+󏏏~V?(]~Ga!oU3 kC*7 /|kF5,*-#9_խpjнT\|ԝoU pCokfC'}mO2$݆d'5"V [W0rđftf>뵹vb%#!ǰ[ϲԳЌ粵ԳۛMj1ķ/;+ޱ|F|ض%?'ձ+<0nW{+yA>[N M[^30BcpO6M?k|Dq٥\9ToYeYhՃ<]Y2P J(L/~:3(m} ;!w{YUyte~ׂޓ-9[z# !d##b%DNeYk1޻eY6EQhcXce'9asY1tYMؔ2oQnbuى?$x0z|ӆƴl`9XOT(ʲ)}k` k}TV9^@?SeUcͫG}z @Tzud<{ǞX"`ب_-+{|pЇ ʲEY6$-\$wT?p|KJ?`h6?~HXɐWJlU2d[*Ų&=ϟ)I%|;UOw-p i&Nt7]K5CAVmV)aX܇~8$MP_@>ȁ=3kꓭy?6q "#;|||TkagZL?&˭nSᡡ(_篆>, $E\Lb*¿yXznY]؅ ^xniNx&hdKj荽>l/7:ճկ~ʲ4'/<ğ>9)-Ы;YGw,CY Lr7/x8;"IY ,V7k?޸  ڜ.\Ew/:6ÔenoTRt<,zWfp[\ЪoYoK3 +E+ ~1rW<7ɲ93m)U%Y`zjaFP#}_*b;ד&Rjַn}5{O[%SZ>4<cnc:,;Qd5mWͱgh?ۯf-VjfXMr/`JdЫ{zKszi@)`; F5ܶ²xZ>j TiG]X!_u; 5F֪$pcֳ$GZU _OoU0ō%,C;k߫uY9͎¢/a$'Wj`.@SB>>N_9f1a%9{15[i?eUv_ cf$ITVof x$FL^_Y!vb-=g1?98c̲l[wO~]{&"߄3w5*REu.]=Uy?l݈K|ײ,H 3X5' aٜ:Y9##GҽXoIFVֶ֞=O~g _q%9JiT3]ℴ߸1ܱ(fγۖͺ>3!аʦ< `$=ΎgOq}n?~X3{(nZk5|F{5S,w?~9we ͔{eZWgԼ)i7ys׫}8H*؋(ZBwbҌ{]o>22PPE՞U%U [M99hnԠzЖn )Qկ }<?|FqWk4gjP7 jaw5ꁂL7gA^/k|7jo2p,)@so `_-wWo V?嗢ufӼ?;8Jkos)pf7]b{=ud{sЖ5zey||Ƽzo:}"м?Nhbмw{wc7f]}7Ox *ܯ$@?~Xugb#1,b#o5o17d]%0^p9~$!ձ}⁎9` 9ȟoM9~=p\|+I O?n:8 ֕/ H`-͸#9VэxON ب,!˲ tvǏݍHN^ϟ?f $SEY׷P||||}}M/_B $3+x} dV>B(zczPUF G57VA}$J#EQYw}u* $5 ^s$L?sɱG/uJ $#u?S$\08P_.7 RhEh#dR;@zV@UuVm*Ǧ7Cސwv1o]^)ɓ+)@y1>Z ޓLZZZsm3ݜ%khВ0oľ=kB1yRNQW zPLٚ|2&u洙VClpa= "$g#bjx{Wʂ,\^/ T#}._#Uz΢~Y?eϹmfK٬j=P׳3˲Go վ_@rFz!$sxzϭw{GZIgF9oˆ/7 j!~+Ix1liƉ.gqxyKwxΡ&X3qz޼gG~ K5sm@`_R= *h> X$|@u~/nL5} $0?>Ӥfr 8$w֣K5ogm+炵j@2 ^pFj3Yi`HmF wjUp.PsOo=H&I?(8:(>f "]*S,YB?(@2lDӂ[dRL|@u|EɤesA&S w7+o@2kGCN$|pw?I$œwFq\ZIGNO@2 fԞyQ˚OpPH&sKǓMkKx?3!So@M|ong lOnki̭'q_2#[.H+@xB>Perh5ɪZ[zlχuVݾ'?mK[ON?7rN wSMj%7h(o͍PYO+3Wpum_Ãה٪ձT^Աͩx5jރ<,;K {ކ2W?dI3~=y[QN|5U{3#}-'b/yiSlz#Ĝ D%S^IF45) $`TO?ʂ迮S$\0>P?H TkZQ3ZH Tk|=[k` ,& $z#axy @[M}#ULJ zo_v\$A IDAT;0w{Wo6V=H&I?A`9H&sQdR?~<$S`-TQ{}{$LJYOBH wō>$ĻF?&2ڒʢ෱ij+1P1!e(V=͌&ij܆2P2_5ފC<$j @!b,oz-2neWQBc<$j @wBȪq2EQ^6ؤO@BI;ИU3_<1)@umL~7zZ?:p-5n1B|IeeYϋi9@* yG(2v5@C|[7S^1hzh^:}3V;!3r~hIwV]1T}4 Ƽڧ,{#SZeܿxxđ_q~KߧCT"jP_lqjuLR,[JjWWUnвT)@؈TkڳTM*pU&PyQ@5x[=]O=mz9?hkDEQTAWBƝO^zo3ΡYmj .]~ogc 1+\yi#Nrܬgۧ=n !ZZQu_*֦% P6E u9a swl%Փ|? }p[4 Feo@BIF迚7>TA ZМgԪ] TwG*yQGU~TyBjUԶ kݾ/H orz7@!kBB(CVGQ!E5Rۆ[)co9T;2ҕj-P, ߯YY5{V(@2VKY~}}"X7@2t[ c6 $j @wnBC9@6S #9@w9'fm߰訉y4=Cj>U G~d;Ѝ_j{n:w =sw<M zKrN+@?LV*5 Sel,8?H=CRo{ I_Ӫz64ٿS4>yps7>ZN@lt*%@HfgԚ@9Jgi '֐j>:w[o*C-MН28qӧ8ӥhWuL_\6n&36Sꙻ}Gp]h3r; Vn_gȆ0)κ;KsxnC|,@ [۫ < V@D{][i{HfqEQ\c F5^1NBOCaG[CH#_H tж,{ WC{뙻}/z}Jîz =&SZi7/ӲQާkJ=sE75nU}הmk,æD%7o8Fn1rw@Hؽ^D}[rYo @3SE1?Y5-zUC0|>V -kTS]NZ ^ewɓ3<\3[IޯkkIRfH3Ȟp;kH#m 7<36u;T;d :ϭLҎrC @ g48PgYq[v}VI;|@M!%_p7wYcϟ?s Y9IH wy1qO $@y^y09@2kO58m52T{14m_?$xb=#O{*!p @nnkC#UYس뙻}/6ٵ)U u[q ` @Q?T@Z %<=}.i.@qNE]O: ݰ;g[48@ߩ;iTSFy8 p6/'6؎G9#M`>ɐ2~e# %tڔUͷ3w^_uVLV#/kn!?3C/nqwaA>ǵ?˼.(Ǐ-@2iqu $v;+vS $.@}qczm+h&(\ջRC5Zoi>l|cOָ ϟ?pCw[{8ihTe虻s<zۻ|,.@Bn<ϛvU`\&Q'Ӫ#EQEc2:B׎SM*U(9wٻwVb;@u]<1V~hDU8Қ_ m}c*1?/U?Eq^L`$.'=sOMfJ31˲Zܝ^lTwӽOК31N&2ɟP/A5Px Ƌ/ jݬ[ur^ceeJ)@}+h-rּиm4P'5fƠyסu@2k? qA۷:o^&dV //]C| H 4ӛ<\[]>CjhTPfu̯Sz t`C#UZkO}_]7fY6;ͳ=?>Xf=o[#UCc.4%GJ;o]S;01b %ִgb̟=ߚI}QTҎ<Gu'ax)/ J;B;}h7 @V3WO.`5τ-])=Cݾ#4v@ͪ\Og <#bY;/۾ 5-gGplk? ּS{m+]K~ Gn1>xY5ouc $@Q:DءzvHf(@?jKuSx%Hf<ϫI>uxkC nfp_ͻOHhyQE~$ pݪI;1N$ f]Xɼ ^~?H #ˎROZ H#!*M@B0ɼf |_/rn%F TZBd#m %LdYH&@Q[h $5H h1 $cN8#p"Xyzt\vVnH? $='"HD$p"8 ND'"nw7a݄Ld(rzJ [(dfEo1'bN8#p"FD>̲-\.Svn+7{LHDUyXū;#n?H`=͈ #ڶ ND'9v{wH Mx=>Ges !(JRT*(熻Lb!,?4_HT*JRE97-1VeL9`0s/6)*JRT*GN)*JRT*&P*JRT솻CQys @ZFJRT*.{@nPe~zp(JRT*\ iʲ1n1h/FJRT*.GV<=(M%RT*J#e#kVPXT*JR)rRd^Yj`v{o;Zk+XHq"`8?Z? y#JY&B @*v]Bkڭ e'ʲl r,9(` ~ۏ?̻^lFЊ5ih ^Vs#ŹGyu/CvUC[aނ hPϴnd%] @wRzRy^{Q~ZoP7qQȰ )@MIIӻÍYΪès׍Da<Xiokd(?[ ꍽOǏ̻^=fƵs]7ϲWW؋5Gy^w;k-2 @uscȲ\,h->$}<}<}<}<}ܬ>}7[ u\ֺH u$p"=Bcs>js~ u޾>n9#ݮʰյ+=ưΞ԰ղ}߯>շ<;'Dz L9Fӿ ovԵ[>MjP7>p>6ݻ>Ԑ>6qµ̰}<#F>Vvr *_:8ۻ:FwqFr @zKqqcn*pKt]gHrXE;Gvf7B`0 ;Ԩ4I>N<5c~Ռ3<}S~u0-;#Hhy5οlrHN)>P0|C?(=<{oΙ?(Y}3H9hkuCy/ xȗ0-ݎk0==稏6?2Ӊ}\ֵ{I^H?w~K .˔5SH}}} N$1˲Ҕw7),bngq^r2PEzZpQex)@MXvcccc8C 8 ND'"`,f`ޓw-˲, 0F39Rz/?~A`/Seu]`WǏ/nw7a݄LJ樗ɏ/5EQ-|upԹ{i:/5||||}}M/_W'u(23+x} 0._+1`GGHMT1'bNd#ف;ǰ@֝^x x x x x {cFŌ10IhڮOHk-n/kkxLصseYs-P_vG!FvU[38'# [pBG< H1'bNSVvW ?^@]>'nuz1'bNd#Y1Xeu(^߈T]{w+8:w???/~\.+%EQw^k-bGNǠǠǠǰ>n H8#p"FD<5%qs #@JUWeϬuxNv}b`LY"338X9c938#S[x^gG:Cd|>w>\ (ƮIY`1e8'>Fzm`+1',c,˲?x}#VRuݭ,kTo,r@Q1m@FCHuvǹ#d $?H @2FD?^bY?eƖQe;LB{g`L&eYͨ\vT?)@P43'b18 #p"FD<`GbNG$`bNd#HG޼$vb1Ʋ,EFڻ[Y\׹#uy\rY)1("^k-bGNǠǠǠǰ>nHfk$8#p"Fx1U_eY?#p"FDgsx1p0FD10"`e{[3'bN8d1cYUQkngq^zcQ~_.F1c1;n>>>>>N8wLd6 $5HGڋ_,˲,x1U_e7أ1'b`L=a#o P}9`Nd#o p$F48le 8H #p"FD?ceYV/XIյw^sG rRbPE}"xnxx x x x ;GLd1'bN,˲,kb_+ʯ~-˲,Fz8*#+p0Fz8 ,(<_v $3wY@u&PH DuM H WFݬe @YGY% Nr 2o{pد毭/'5Hɼf @E x 8W> 8& @2/XЊY1Xe5牕-͠D5gYceY~}}>>>m.ws/j\.rT[Bg5|(c{ },_u,˪#[JRT*sb{CU]?SNSqՁJRT*]sbcu|sssJRT*ʉpwe @o&𰅯N)*JRT*&)-t;c@T*JRyE Y @zy^U}RT*J7Пeٌg%C? @sYqFJRT*.4eY.?L4)h/FJRT*.GV<=(E @wP*JRT*#e#k^`V` RT*JRL=_6O wR*JRTLx?L© (JRT*\z@9N |JRT*J2IPDuGN)*JRT*r8_6ߋ-IdU0kbRT*JR9\6|.h l RT*JR9 X YdʲJEy\rY)2r?֨XI=m'!햸]E%9q272Л-Nbڮkuw^l6[z'ܻx,kmf^7yxBL xR"w oH׼?<;rw(8a00~{_Y ԧ<ϛ_좑nkw=Ӛx7wQb͓3ж~~]7;%k O~{/-b;`k&-Bs5w.mO.xg5ԠAY03q61w1wuD.<du7ښ5=3;3G_OuxkvSmgN]QQ}К5Z M)VNx§4{t_3 OlޙB;mv́;|'h-.(JLS1$S0ЦK^a|]e>vZ6E=*mɈ/ө񒸿ăkٱ娕:ݪCfŲ%"´TvZ0鲹<׀^\oESbY l0T0M0t븠bnV36_JSk\v?"kygj ꇶ7lSv,+˒~O!˲áʳ[:Byc@8lEy"J~Oz%":>>jݖl>.j)EW $IVD".-ǀELez$B}칵`FGo0zGo+܁gHt-B7JCZ ktFbw4|2m_`ħ'\?ܻwo]vtbY :&<v:D#C+ G.gϿ'.Rzb0IYYaI[D2ƈtɳoΣƘYIpΝ]9 !_OFWu$Sp&ir>cw====88P;ZBQ,˄oDdobJ[v0(dT~+;so9% 5OC%uMI-plM?D U>K䡭uc_#L?|% !Gݻtkӣoӝ;f|yEYm,o[3/Ű/RsQ IrJ[@ DTIl+QL9eYQ/ q.݀(Rz ZӰF.興,q'x<ONN>S5K{歜,7ߤ˗i2~Su>{gCOO?MoӇҝ;1UTi@߾R5޼YEL36b" l(*˲9iLK) }hU<}Kg׹EDt8O򜒤(ȖԨD UI(NeM+FC1w`7فs_Ux<Fd<QiU z'-r7q o|vw_Gڵ7`eIPQзuoaR5u%?r.3*Vum@?}zN=ERg.m}:`^r\^F DkzHLGq[ΩѺ73Id k9)1m9Fr%N+)*+wp4i*y)G0Zxye糏?OCnwp_2tKZ8qQZI(l9s&Υg!IcVFUc_u ߡEDϻ6.˒(kkfy̽1AD]$! u}"s$n'd-x>ȴblT|@}b8QUUiyGDi>|B^)y|'AW[ä@ GzųO/@;3.2yqҜ\UmxXwՈhFV,Pp8BTFU>5ނ]Um8s:KK{3v/sТ;B[>@P>燈"? !{}>"sG܋ @]Q~zĽa\Y Cʍ7swttb2L&1ͳo~_fi}|z)=ݺ(ko;;-)0LY ;)7ot7@M2aX @]'TѺpͷ#?۞uj-)9c8' !8 p΍WIZo`ܧw:Xo<@~FNA| P&D9~M۞qp|>z-ɻ"<^SM\G%P6 Q\t_0\ftl`{q5StЌg!*EYRl{SD}qo X'=`IǶ=#/ @ RQAxuE$`a2ֹE 8B< o:RZSt:pH9rv)[Dˢu6RF#'lX"+{p`,FGo*"㵚VRpRŲt%,Jv}`I6pe+^IENDB`UDd 8lb  c $A? ?3"`?2.on7u9}R=.~M{D`!s.on7u9}R=.~MFv Axcdd``Vf 2 ĜL0##0KQ* W A?d6y@=P5< %!@5 @_L ĺE~1a6;35TA(31(5Í 1k9YDd $Db  c $A? ?3"`?2E -*hA+8  `!wE -*hA+8 FHD Excdd``Vf 2 ĜL0##0KQ* Wôy A?d6fĒʂT @_L ĺE^0nc,O6;3-Q9…,L E9@\|b1sC VPZ>;b&#.#f>WB J,3 ͕|&?Id|2!j)a(P 27)?쏿 n??p{:.䂆88VA``㑑I)$5dP"CXHB ~dRk  !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~23Root Entry F@Data WordDocumentWNObjectPool0Iφ_1185966785 F0Iφ0IφOle CompObjfObjInfo   FMicrosoft Equation 3.0 DS Equation Equation.39q<*,~ z=x" FMicrosoft Equation 3.0 DS EqEquation Native F_1186575271 F0Iφ0IφOle CompObj fuation Equation.39q*L~ Z=X"Oh+'0 ( H T ` lx Chapter 12Tamaki SObjInfo Equation Native  F1TableSummaryInformation( XY_>Z ?>3456789:;<j=k>l?m@nAoBpCqDrEsFtGuHvIwJxKyLzM{N|O}P~QRSTUVWXY8@8 WzNormal_HmH sH tH R@R Heading 1$dh<<@&5CJOJQJN@N Heading 2$dh<<@& CJOJQJT@T Heading 3$$dh<<@&a$ CJOJQJZ@Z Heading 4$$dh<<@&a$56CJOJQJP@P Heading 5$$dh@&a$5CJOJQJ>@> Heading 6$$@&a$CJDA@D Default Paragraph FontViV  Table Normal :V 44 la (k(No List <>< Title$a$5CJOJQJ4@4 Header  !4 @4 Footer  !NB@"N Body Text$dh<<a$ CJOJQJ6P@26 Body Text 2CJ(6Q@B6 Body Text 3CJ jSj @ Table Grid7:V04Ob4 [;Bullet 1  & F lC@rl [;Body Text Indent&$dh<<^`a$ CJOJQJ.)@.  Page Number  !"#$%&'(),->@\_ruvz'()*+-567897VWX\orsvw} '(?@ABCDEFIJdehijklmnopqrstuvwxyz{|}~'F`cf{}~TE"#$%&'()* +1 , -A> ./  .>57>>6>>>>;>>>>()-9><>?> @>>,>+>!'>>>?9%:>>/012'>!4>>><>U(>8>2>&'>E>FB>V[JWZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~\>[>X>T>S>Q>>>>>       !"#$%&'(),->@\_ruvz      !"#$%&'()*+,-./01546789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~'()*+-567897VWX\orsvw} '(?@ABCDEFIJdehijklmnopqrstuvwxyz{|}~'F`cf{}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~  u!:.Tz4zhz &',Jg&c?Q)z8J\ L x  R S U W X Y Z [ \  [ w r t u v w x y z u0Tv:279:;<=>Aklm#B$&'()*:m7Yq A`LNOPQRb=_1>J,Cpe    T f w $!*!6!h!n!o!p!r!t!u!!!F""""=#>#t###2$]$^$$$$%L%N%O%P%Q%S%U%V%W%%% &T&n&&&/'W'q'''''''''''''(h((((4))))))))))))**** * *%*V**+ +L+x++,,,,,,,!,",#,$,%,&,+,.,/,0,K,,--b----8.9.:.]..i///000[0000121]1111 2222222233333333Z4a4h4o4v4}4~4 55!5-585D5E555555 6 66666777773888999999999:;><n<< =o==8>>>> ???]@@@@@XAbAcAAB'B(B)B]B^B_BBBB#C$C%CDDIDJDDDDDDDDDDDD8E9E:E;EOHOIOJOKOLOMONOOOPOQOROSOTOUOVOWOXOhOiOjOkOlOmOnOoOpOqOrOsOuOvOwOOOOOOOOOOOOOOOOOOOOOOOPPPPPPPP!P"P#P&P'P(P,P-P.PCPDPIPJPKPLPWPXP[P\PpPqPrPsPtPuPvPwP~PPPPPPPPQQQQQQQQQQQQQQQQQQQQQQQ2RRRPSQSUSVSpSqSrSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSTTTTTTTTT T T T T TTTTTTTTTTTTTTTTTTT T!T"T#T$T%T&T'T(T)T*T+T,T-T.T/T0T1T2T3T4T5T6T7T8T9T:T;TT?T@TATBTCTDT]T^T`TaTdTeTpTqTTTTTTTTTTTTTTTTTTTTTTTTTTTT00000'0'0'0'0'0'0' 0' 0' 0' 0' 0' 0' 0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0' 0' 0'0'0'0'0' 0' 0'0'0' 0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0' 0' 0'0'0'0'0'0'0'0'0'0'0' 0' 0' 0'0'0'0'0'0'0'0'0'0' 0' 0' 0'0'0'0'0'0' 0' 0' 0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0' 0( 0( 0(0(0(0(0(0(0(0(0(0(0(0(0(0(0(0(0(0(0(0(0(0' 0 + 0 + 0 +0'0,0'0'0'0'0'0'0'0",0",0",0",0",0",0",0",0",0", 0", 0",0",0",0",0",0",0",0",0",0",0",0",0",0",0",0",0",0",0",0",0",0",0",0", 0", 0", 0", 0", 0", 0",0", 0", 0", 0", 0", 0", 0",0",0", 0", 0", 0", 0", 0", 0",0", 0", 0", 0", 0", 0", 0",0", 0", 0", 0", 0", 0", 0",0", 0", 0", 0", 0", 0", 0",0", 0", 0", 0", 0", 0", 0",0", 0", 0", 0", 0", 0", 0",0",0",0",0", 0",0", 0", 0", 0", 0", 0",0", 0 ", 0", 0", 0", 0", 0",00000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000@0h00@0h00@0h00@0h00@0@0@0@0@0@0@0@0h00000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000h0D &',Jg&c?Q)z8J\ L x  R S U W X Y Z [ \  [ w r t u v w x y z u0Tv:279:;<=>Aklm#B$&'()*:m7Yq A`LNOPQRb=_1>J,Cpe    T f w $!*!6!h!n!o!p!r!t!u!!!F""""=#>#t###2$]$^$$$$%L%N%O%P%Q%S%U%V%W%%% &T&n&&&/'W'q'''''''''''''(h((((4))))))))))))**** * *%*V**+ +L+x++,,,,,,,!,",#,$,%,&,+,.,/,0,K,,--b----8.9.:.]..i///000[0000121]1111 2222222233333333Z4a4h4o4v4}4~4 55!5-585D5E555555 6 66666777773888999999999:;><n<< =o==8>>>> ???]@@JOOQT00000'0'0'0'0'0'0' 0' 0' 0' 0' 0' 0' 0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0' 0' 0'0'0'0'0' 0' 0'0'0' 0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0' 0' 0'0'0'0'0'0'0'0'0'0'0' 0' 0' 0'0'0'0'0'0'0'0'0'0' 0' 0' 0'0'0'0'0'0' 0' 0' 0'0'0'0'0'0'0'0'0'0'0'0'0'0'0'0' 0( 0( 0(0(0(0(0(0(0(0(0(0(0(0(0(0(0(0(0(0(0(0(0(0' 0 + 0 + 0 +0'0,0'0'0'0'0'0'0'0",0",0",0",0",0",0",0",0",0", 0", 0",0",0",0",0",0",0",0",0",0",0",0",0",0",0",0",0",0",0",0",0",0",0",0", 0", 0", 0", 0", 0", 0",0", 0", 0", 0", 0", 0", 0",0",0", 0", 0", 0", 0", 0", 0",0", 0", 0", 0", 0", 0", 0",0", 0", 0", 0", 0", 0", 0",0", 0", 0", 0", 0", 0", 0",0", 0", 0", 0", 0", 0", 0",0", 0", 0", 0", 0", 0", 0",0",0",0",0", 0",0", 0", 0", 0", 0", 0",0", 0 ", 0", 0", 0", 0", 0",0^@0@0 *555555FFFFFFQQQT _ Q"0Q>6>t !"G$%&.(I)>*+,/"12347;88:<:=?@@C?ABCEFHIJKMNPQSUVXZ[\]_acdeghjklnoqrtuvxyz|} ~ j#$'(T,124f8<@,CiDILOPSYd\!N"$P( +,e-.L/ 0TWddePeeett0279=@DGLORTWY^`bfimpsw{~t1-)-+----T::#&T"!@ 7 O0"$$:T+fD:r!O|z"$  Nl|Q_"$ =a-T/j"$ &"[*IS~ӇC?"$Ⱥ#!۞y "$}.x( h^'"$*uz=ɯbx"$Tmh{–Qb$#jZc@S( a9/b$zycZ.? [L2$G5.V-t8#b$GAI.r )(^r$="$C 2&<3002$xKO[?.M[2$ zި6BwEb$]Q79B;b$8;ԋvqۓM2` b$U 0{+b$_'Ewx|$$$2$%z;32]/礱"2$+Y~v; Q2$5F("2$!8!x,f]ˏL2$МD\BŁsd&@|p  ?  ! "#$%&'(')'*)+,-.-/.013456789:;<*o( pDTH0 V ? C A "S\ &' 3 Q&'"`  QV B' # D"`  D r' vBC DE F   @`S": t' ~BC DEF   @`S"9 v' B CDEF  @`S"8 x' B C DEF"    @`S"7 y' BCDEF @`S"6 z' BC DEF"   @`S"taffNormalChristine Miller50Microsoft Office Word@[@X3I@x(@l /C՜.+,D՜.+,P  hp  The University of Auckland(N DocumentSummaryInformation8CompObjq  Chapter 12 TitlelH DX`_AdHocReviewCycleID_EmailSubject _AuthorEmail_AuthorEmailDisplayName_PreviousAdHocReviewCycleID_ReviewingToolsShownOnce~new chapter 12regan@stat.auckland.ac.nz Matt ReganHnj  FMicrosoft Office Word Document 5 ' vBC DE F   @`S"4 ' B CDEF  @`S"3 ' B CDEF"   @`S"2 ' vB CDE F  @`S"1 ' B CDEF" @`S"0 ' vBC DE F   @`S"/ ' ~BC DEF   @`S". ' vBC DE F   @`S"- ' vBC DE F   @`S", ' ~BC DEF   @`S"+ ' vBC DE F   @`S"*h T" =# #"  Z T" = T"` % ;0! =# T" = B CDE(F Tsg/  C D @   #" % 00! =B B CDE(F Tsg/  C D @   #" 0 ;0!TB = C DT"TB = C Dt ;+ >C  #" t > s *X99? "`;+Z  6]+ >   6]+f x p& >3 < x p& > 0aLYLY "`x   a > 0]LYLY "`#p& ].f % ;0! >3 < @4$ > B CDE(F Tsg/  C D @   #" % 00! >B B CDE(F Tsg/  C D @   #" 0 ;0!Bz % ;0! >3 < #" $ > B CDE(F Tsg/  C D @   #" % 00! >B B CDE(F Tsg/  C D @   #" 0 ;0!f D #3y$ >3 <  9$4$ZB > S D D #3#ZB > S D D #E y$ZB > S D #y$ZB  > S D W#Xy$ZB !> S D #y$ZB "> S D j"#k"y$ZB #> S D '#'y$ZB $> S D |-#}-y$ZB %> S D 3#3y$^f 9$' &>3 < 9$'ZB '> S D 9$T% (> 0NLYLY "`(%' N^f b9$$' )>3 < b9$$'ZB *> S D "9$"T% +> 04LYLY "`b$%$' 4 ,> 63LYLY< "`I'6* 3rB -> 6D1< 9$( .> 6LYLY< "`i(D]+ n 1> 0(H'OA; "`b 2> C P;"` PZB 3> s *D1;n 5> 0VA "`%b 6> C 6>"! b 7> C 7>"# b 8> C O8>"> Ob 9> C +9>"= +b <> C ,<>"' ,TB => c $D1(n >> 0M A "`$b ?> C -?>"< -b @> C /@>"; /b A> C A>"" b B> C UB>"& UTB C> c $D1)n D> 0a9!A "`Gb E> C SE>"A Sb H> C EH>"C Eb I> C 7I>"E 7TB J> c $D1Ib K> C 8K>"L 8b N> C JN>"M Jb Q> C Q>"O n R> 0!A "`Fb S> C S>"B b T> C T>"D TB U> c $D1H\ X> 3 "`K \ [> 3 "`J b \> C \>"N h T" d># #"  Z T" e> T"` % ;0! f># T" g> B CDE(F Tsg/  C D @   #" % 00! h>B B CDE(F Tsg/  C D @   #" 0 ;0!TB i> C DT"TB j> C Dh T" k># #"  Z T" l> T"` % ;0! m># T" n> B CDE(F Tsg/  C D @   #" % 00! o>B B CDE(F Tsg/  C D @   #" 0 ;0!TB p> C DT"TB q> C Dh T" r># #"  Z T" s> T"` % ;0! t># T" u> B CDE(F Tsg/  C D @   #" % 00! v>B B CDE(F Tsg/  C D @   #" 0 ;0!TB w> C DT"TB x> C Dh T" y># #" Z T" z> T"` % ;0! {># T" |> B CDE(F Tsg/  C D @   #" % 00! }>B B CDE(F Tsg/  C D @   #" 0 ;0!TB ~> C DT"TB > C Dh T" ># #" Z T" > T"` % ;0! ># T" > B CDE(F Tsg/  C D @   #" % 00! >B B CDE(F Tsg/  C D @   #" 0 ;0!TB > C DT"TB > C Dh T" ># #" Z T" > T"` % ;0! ># T" > B CDE(F Tsg/  C D @   #" % 00! >B B CDE(F Tsg/  C D @   #" 0 ;0!TB > C DT"TB > C Dh T" ># #" Z T" > T"` % ;0! ># T" > B CDE(F Tsg/  C D @   #" % 00! >B B CDE(F Tsg/  C D @   #" 0 ;0!TB > C DT"TB > C Dh T" ># #" Z T" > T"` % ;0! ># T" > B CDE(F Tsg/  C D @   #" % 00! >B B CDE(F Tsg/  C D @   #" 0 ;0!TB > C DT"TB > C Dh T" ># #" Z T" > T"` % ;0! ># T" > B CDE(F Tsg/  C D @   #" % 00! >B B CDE(F Tsg/  C D @   #" 0 ;0!TB > C DT"TB > C Dh T" ># #" Z T" > T"` % ;0! ># T" > B CDE(F Tsg/  C D @   #" % 00! >B B CDE(F Tsg/  C D @   #" 0 ;0!TB > C DT"TB > C Dh T" ># #" Z T" > T"` % ;0! ># T" > B CDE(F Tsg/  C D @   #" % 00! >B B CDE(F Tsg/  C D @   #" 0 ;0!TB > C DT"TB > C Dh T" ># #" Z T" > T"` % ;0! ># T" > B CDE(F Tsg/  C D @   #" % 00! >B B CDE(F Tsg/  C D @   #" 0 ;0!TB > C DT"TB > C Dn > 0oQ`yA "`\ > 3 R"` R\ > 3 1"` 1\ > 3 ?"` ?VB > C D"\ > 3 $>"` $\ > 3 9"`@ 9\ > 3 "`? NB > S DQ\ R&+Y > "n > C >"`e"$Y n > C #>"`\Y #n > C !>"`P(l*Y !z > 0e  A "`oR+n > C  >"`R& 3  N m, > Pn > C >"`U#"q% n > C H>"`L" Hn > C >"`@)"\+ ZZ m,i > m,iz > 0e  A "`_,in > C I>"`m# Ib > C >" b > C >>" >b > C >" b !%k+ > #"  >B 0M BA #" `?!%L)ZB > S D()ZB > S D()z > 3 'C"?^)hk+ 'z > 3 LC"?^)k+ Ln > 3 %C"? % ? c $_? S"`? _NB ?@ S D@h  { ? 3"R` ? c $"*A  ` ? c $.(A % {V ? C A "UV ? C A "TV ? C A "WV  ? C A "XT  ? c $((EMA VB S  ?H0(  )z{U r 7$`LL%Q%S%n&/'0'q''))))))))))))))))))))))))))***** *,,,,,,,,,&,',(,),+,,,0,@%CDDDVFFFT> vvt>< t@? 4&)t>"-)t>n)# t>Xt? h#t> Xt>Y-fItB'#t=(td>(tk>@(tr> 1(ty>"(kt>Fm(\t>7O^(t> 1(kt>P"(t>(>t>)t>(zt>(zt>( t>Jt1>l36 t3>  ut2>reM t> (j t> [#t>[ t>Z F#t&'s!&t6> x+tA>1J8"t7>J t>>& t5>+ tB><>L4t=>xDtC>t'"t"t'IVt'3t7t'tt'8 I< Vt'jtnt'st'st'J ^ t'J ^ t'ftntz'9Ity'9Itx'.tv'.tt'IVtr'3t7t@>! $t?> t9>$ t8>Q  t>_o&t>=tE> ;tS>5"tH>; tT>itI>+tR>o# tD>!>t tU>GBtJ>+udt[>\+tX>0tK>:tN> -t\>!tQ>A t> )t>) Ut?o4?d]+R?_+CR?_+1R ? 4?5_+R ?a_+RT9 Ċl8ɼ<lYl5tE<l6_lLQ|L 44?L5l<|伈 Yl \?b b PPv**HH&&A''(((*k*;+U+-----K!L!L[L[LLLVMMM6NNN"OOOOOQQZSZST      !"#$%&'()*+,-./012345678Eh h RR|00NN&&G''(((*q*A+[+---..K(L(LbLbLLL[MMM;NNN#OOOOOQQ`S`ST  !"#$%&'()*+,-./01234567887*urn:schemas-microsoft-com:office:smarttagsCity99*urn:schemas-microsoft-com:office:smarttagsplaceB5*urn:schemas-microsoft-com:office:smarttagscountry-region> *urn:schemas-microsoft-com:office:smarttags PersonName <0W997959597959979797979999999999779795595959559559 7979797927TYZ_uz,1uzkpz | ) + U W lq<>l#q#{#### $$L$Q$%%:&<&..00?2D2:::$:::::<<2<4<<<<<>>?%?&?/????????@o@x@y@@OHPHNNNNNNNNOOOOIOJOT|;>MPz | $ L P x | b i EF=>*1QVHO$efT U f g *!+!7!8!>####$$%%&&---.//;<<< ==o=u===8>>>CCDDDDDDEFGGrHuHHHIIKK!K(KKKNNNNNNNNOOOOIOJOOOOOOO\P_PQQQQqRrRRR9S:SZSaSSS^T_TTTT3333333333333333333333333333333333333333333333333333333333333333333333333333333333c\ x  \  Z w s { 0:mBmT w i!q!u!!!"">#2$^$$%L%%T&U&n&&/'W'''' *%*0,K,--/ 22233Z4~4 5E55 66799NNNNNNNNOOOO OO O"O+O-OOGOIOJOXOgOsOtOwOOOOOOOOOOOOOOOOOOPPPPP P#P%P(P+P.PBPDPHPLPVPXPZP\PoPwP}PPPQQQQQQQQQQQQQQQQQ2RRQSTSVSoSrSSSSSSDTRTST\T^T_TaTcTeToTTTTTTTTTTTTNNNNNNNNOOOOIOJOTmMKZ rzMr b&*x6h%]U]'y^ L(4m#T]jx#pE~l%H^),$e s3&=9,<T3A>P BHq,C1{D,KFdd5[YthG\$>g[_]4>"ahj `aB~tE@dq1!d)e6l+qt`=w+z8%t/x}|8Th88^8`OJQJo(hHh^`OJQJ^Jo(hHoh  ^ `OJQJo(hHh  ^ `OJQJo(hHhxx^x`OJQJ^Jo(hHohHH^H`OJQJo(hHh^`OJQJo(hHh^`OJQJ^Jo(hHoh^`OJQJo(hHh ^`hH.h ^`hH.h pLp^p`LhH.h @ @ ^@ `hH.h ^`hH.h L^`LhH.h ^`hH.h ^`hH.h PLP^P`LhH.h22^2`CJOJQJaJo(hHh^`OJQJ^Jo(hHoh  ^ `OJQJo(hHh  ^ `OJQJo(hHhrr^r`OJQJ^Jo(hHohBB^B`OJQJo(hHh^`OJQJo(hHh^`OJQJ^Jo(hHoh^`OJQJo(hHh^`OJQJo(hHh^`OJQJ^Jo(hHohpp^p`OJQJo(hHh@ @ ^@ `OJQJo(hHh^`OJQJ^Jo(hHoh^`OJQJo(hHh^`OJQJo(hHh^`OJQJ^Jo(hHohPP^P`OJQJo(hHh^`OJQJo(hHh^`OJQJ^Jo(hHohpp^p`OJQJo(hHh@ @ ^@ `OJQJo(hHh^`OJQJ^Jo(hHoh^`OJQJo(hHh^`OJQJo(hHh^`OJQJ^Jo(hHohPP^P`OJQJo(hHh^`56OJQJ^Jo(hH.h ^`hH.h pLp^p`LhH.h @ @ ^@ `hH.h ^`hH.h L^`LhH.h ^`hH.h ^`hH.h PLP^P`LhH.h^`OJQJo(hHh^`OJQJ^Jo(hHohpp^p`OJQJo(hHh@ @ ^@ `OJQJo(hHh^`OJQJ^Jo(hHoh^`OJQJo(hHh^`OJQJo(hHh^`OJQJ^Jo(hHohPP^P`OJQJo(hH88^8`56o(hH. ^`hH. pLp^p`LhH. @ @ ^@ `hH. ^`hH. L^`LhH. ^`hH. ^`hH. PLP^P`LhH.h88^8`56o(hH.h^`56OJQJo(hHh  ^ `OJQJo(hHh  ^ `OJQJo(hHhxx^x`OJQJ^Jo(hHohHH^H`OJQJo(hHh^`OJQJo(hHh^`OJQJ^Jo(hHoh^`OJQJo(hH88^8`56o(hH. ^`hH. pLp^p`LhH. @ @ ^@ `hH. ^`hH. L^`LhH. ^`hH. ^`hH. PLP^P`LhH.88^8`56o(hH. ^`hH. pLp^p`LhH. @ @ ^@ `hH. ^`hH. L^`LhH. ^`hH. ^`hH. PLP^P`LhH.h^`CJOJQJaJo(hHh^`OJQJ^Jo(hHohpp^p`OJQJo(hHh@ @ ^@ `OJQJo(hHh^`OJQJ^Jo(hHoh^`OJQJo(hHh^`OJQJo(hHh^`OJQJ^Jo(hHohPP^P`OJQJo(hH88^8`56o(hH. ^`hH. pLp^p`LhH. @ @ ^@ `hH. ^`hH. L^`LhH. ^`hH. ^`hH. PLP^P`LhH.h^`OJQJo(hHh^`OJQJ^Jo(hHohpp^p`OJQJo(hHh@ @ ^@ `OJQJo(hHh^`OJQJ^Jo(hHoh^`OJQJo(hHh^`OJQJo(hHh^`OJQJ^Jo(hHohPP^P`OJQJo(hH88^8`56o(hH. ^`hH. pLp^p`LhH. @ @ ^@ `hH. ^`hH. L^`LhH. ^`hH. ^`hH. PLP^P`LhH.W^`WCJOJQJo(hH^`OJQJ^Jo(hHopp^p`OJQJo(hH@ @ ^@ `OJQJo(hH^`OJQJ^Jo(hHo^`OJQJo(hH^`OJQJo(hH^`OJQJ^Jo(hHoPP^P`OJQJo(hHh^`CJOJQJaJo(hHh^`OJQJ^Jo(hHohpp^p`OJQJo(hHh@ @ ^@ `OJQJo(hHh^`OJQJ^Jo(hHoh^`OJQJo(hHh^`OJQJo(hHh^`OJQJ^Jo(hHohPP^P`OJQJo(hH88^8`56o(hH. ^`hH. pLp^p`LhH. @ @ ^@ `hH. ^`hH. L^`LhH. ^`hH. ^`hH. PLP^P`LhH.0^`0o(.88^8`56o(hH. ^`hH. pLp^p`LhH. @ @ ^@ `hH. ^`hH. L^`LhH. ^`hH. ^`hH. PLP^P`LhH.h^`CJOJQJaJo(hHh^`OJQJ^Jo(hHohpp^p`OJQJo(hHh@ @ ^@ `OJQJo(hHh^`OJQJ^Jo(hHoh^`OJQJo(hHh^`OJQJo(hHh^`OJQJ^Jo(hHohPP^P`OJQJo(hH88^8`56o(hH. ^`hH. pLp^p`LhH. @ @ ^@ `hH. ^`hH. L^`LhH. ^`hH. ^`hH. PLP^P`LhH.h^`OJQJo(hHh^`OJQJ^Jo(hHohpp^p`OJQJo(hHh@ @ ^@ `OJQJo(hHh^`OJQJ^Jo(hHoh^`OJQJo(hHh^`OJQJo(hHh^`OJQJ^Jo(hHohPP^P`OJQJo(hHh^`OJQJo(hH ^`hH. pp^p`hH. @ @ ^@ `hH. ^`hH. ^`hH. ^`hH. ^`hH. PP^P`hH.h^`OJQJo(hHh^`OJQJ^Jo(hHohpp^p`OJQJo(hHh@ @ ^@ `OJQJo(hHh^`OJQJ^Jo(hHoh^`OJQJo(hHh^`OJQJo(hHh^`OJQJ^Jo(hHohPP^P`OJQJo(hH88^8`56o(hH. ^`hH. pLp^p`LhH. @ @ ^@ `hH. ^`hH. L^`LhH. ^`hH. ^`hH. PLP^P`LhH.88^8`56o(hH. ^`hH. pLp^p`LhH. @ @ ^@ `hH. ^`hH. L^`LhH. ^`hH. ^`hH. PLP^P`LhH.h^`OJQJo(hHh^`OJQJ^Jo(hHohpp^p`OJQJo(hHh@ @ ^@ `OJQJo(hHh^`OJQJ^Jo(hHoh^`OJQJo(hHh^`OJQJo(hHh^`OJQJ^Jo(hHohPP^P`OJQJo(hH0^`0o(. ^`hH. pLp^p`LhH. @ @ ^@ `hH. ^`hH. L^`LhH. ^`hH. ^`hH. PLP^P`LhH.h88^8`OJQJo(hHh^`OJQJ^Jo(hHoh  ^ `OJQJo(hHh  ^ `OJQJo(hHhxx^x`OJQJ^Jo(hHohHH^H`OJQJo(hHh^`OJQJo(hHh^`OJQJ^Jo(hHoh^`OJQJo(hHl%0BH^)qte s3jx#hG\>"aeKF'y^ ,C>g[_0E@d0t/x}0m `aM MKZ %] 1!d3A>4m# 5[Yz<x6=w{DzMr &=9                                             ^ A                 6        O        6        6                         6        Uj        6        6                                                    6        6                 t                  ] IIC4rc&5c+C4B_<[kU\ !okU\32AJo\`1~_gQ$59RkrS*g|,C;[;FO .vQYz[O' H% #/  S Z D W  h- 1 U@ ]    !' : M M mT n | ^#--! EFIdo!Q#:?~}3|T_$agOl  ?l F^\9;}=@DJkqz-){CSB;Zyy%LTa!,[BuNW0=4O_x   ! {` a l u K!" "2"O8"{?"IG"c" #Q#!$_E$i$ q$_ %/%iU%d%5M&~d':o''(((6)nC)O*#l*K+:,J -1- C-Y-r-x-$.r-.<.Q.d.'/(/u-/?G/n/o/q/000n0q0L3v3w3{3t46 6jO6v6+77r7}73P8qp8 99'9w:';x;R<-<L<$f< =m=o=h>>=>s>u>?# ?? @F@M@E[@!AfABBNBCUCACKCe`C8`DE?aE:yE2FuLFG)G3G88GnG{H0H6HcHt2I6IDIGIVJ`JhJhJBKK/6KbDK~LJLEMMbM7NAN'VNlOO.OOQOPLP^P`PaP qPaRQpQR3R%TRNcR)ST 3T)iT UIU[UV3V[V|W-aXiXY:Yp?YzY[[[.c[\\\YG\pQ\Sa\2]A]C]b^yE^7_>`HF`aea{a QbQb3c1>ckc{ucdYd 0d:dOhejeeRf~fH8gEgRga^gegQjgJThk\hiBiuVsWsjs"t~/tn=t>`tDdt_u\v|wa.w5wSw3x88x\x43yKy$gyWz${P{#|Z|S}Vv}}}1~R~yY~! ~-4T7B IV^j Xt/gG4FGXH!RbUYCuDZLaj^_ZUd| $4?A c t#i .aG/9Ss5sw2){|aUtn.B,9^mx{s w\u.9@UfzCI7V[h `}grkEJ>CpUyS[WCo`+Wuw2|HOmp)z2z4B5MOSY;CYHB EYl*B"pg@4y|>_Bs)+jR#deh8B=UXgx68; |8vG" A=Z<T-`r=h6;/vQw$=qQ3o9>E%] ej+ \]^} u^c%}%]#yWT[ncg,{<_X?Mm o4Z%`-S,HyV4VW \2 8!:Ru 7u-k9OcDU1R\t{23Xg=fZ/}} :EH  `@OBS k8I[L#Z8\>wEHG20 $(:cx+(0HE .$3muLktv'4GF"V" "1I(uw/ ChmENcgi7AAUp[;k9n}NNNOO OO"OT@NN@CNNp p #$:&:':(:)*+,-;<BJKaOaQaRaSaTTp@pp$@pp0@pp8@pp@@p"pH@p&pP@p,p.p`@p6pp@p:p<p>p@pBp@pFp@pVp@p@@p(pT@p.pTpVpdptUnknownGz Times New Roman5Symbol3& z Arial7Georgia?5 z Courier New3: TimesCFComic Sans MS;Wingdings#1hD\F;F;F2 /C( /C(!4dNN 2qHX?nC)2 Chapter 12 Tamaki StaffChristine Miller                         MSWordDocWord.Document.89q