Give one method to increase statistical power and Which test statistic should you use if you are comparing two variances?
Give one method to increase statistical power and Which test statistic should you use if you are comparing two variances?
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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Question
Give one method to increase statistical power and Which test statistic should you use if you are comparing two variances?
Expert Solution
Step 1
Given problem
Given that
Method to increase the statistical power :
a) Increase the sample size
A one tailed test increases the level of significance.
Power is higher with one-tailed when compare with the two-tailed test.
Larger sample makes a less overlap in the two sampling distributions ( null and alternative hypothesis ).
It is meant by narrower sampling distribution.
b) Decrease the random error
It leads to the reduce the variance
Power is higher when the variance is small And
when the standard deviation is small when compare with when they are large.
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