爱考云 - 搜题找答案神器_海量试题解析在线查

爱考云, 搜题, 找答案, 题目解析, 考试答案, 在线搜题, 学习助手, 试题库

In regard to the chi-squared and F-distr...

- 发布于 ccpaxin-shui-shi 来自

题目

In regard to the chi-squared and F-distribution, each of the following is true EXCEPT which is false?

选项

A.Both the chi-squared and F-distribution are non-negative and positively skewed to the right

B.The square of variable with a student's t distribution with df = k has an F-distribution with 1 and k df.; that is,「huixue_img/importSubject/1564169386560983040.png」

C.The sum of two independent chi-squared variables, with respectively k1 and k2 degrees of freedom, is itself chi-squared with (k1+k2) degrees of freedom

D.The chi-squared distribution is approximated by the ratio of two independent F-distributions; i.e., 「huixue_img/importSubject/1564169386594537472.png」

答案

D

解析

The F-distribution is the distribution of the ratio of two independent chi-squared random variables; i.e.,「huixue_img/importSubject/1564169386628091904.png」. Note that the F-distribution has two degrees of freedom while the chi-squared distribution has only one degree of freedom (such that its mean is k and its variance is 2k).