Econ 210 Spring 2009 Problem Set 4 - Solutions

Econ 210 Spring 2009 Problem Set 4 - Solutions - Econ 210...

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Econ 210 Fruehling Quarter 2009 Problem Set 4 - Solutions 1. TRUE/FALSE a. The sample mean is a random variable TRUE. It varies from sample to sample and is constructed from random variables. b. One drawback of the sample median is that it is very sensible to the inclusion of outliers in the sample. FALSE. It is the sample mean (not median) that is sensitive to outliers. c. Consider X~N(5,100). The interquartile range is equal to 1.35 FALSE. P(X<a)=.25 => 5 0.25 10 a PZ ⎛⎞ <= ⎜⎟ ⎝⎠ . We know that P(Z<-0.675)=.25. This means that 1-P(Z<0.675)=0.75. Solving 1 1 5 0.675 1.75 10 a a =− and 2 2 5 0.675 11.75 10 a a =⇒ = . So the IQR= 13.5. d. Let X follow a Chi-squared distribution with 5 degrees of freedom. Then P(X<11)=0.99 FALSE. The critical value such that 1% of the distribution lie to the right is 15.09 2. Calculate the following Probabilities a. If Y~N(2,4) calculate Pr(Y<3) = 0.6915 b. If Y~N(4,9) calculate Pr(Y>0) = .9082 c. If Y~N(8,2) calculate Pr(6<Y<8) = .4207 d. If Y~N(8,2) calculate Pr(8>Y>6) = .4207 3. What does i.i.d mean? Explain using an example.
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Econ 210 Spring 2009 Problem Set 4 - Solutions - Econ 210...

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