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Please explain how to determine statisical power based on this slide and what is

ID: 3304984 • Letter: P

Question


Please explain how to determine statisical power based on this slide and what is being shown in the curves on it.

Statistical Power The power of a statistical test is the probability that the test will correctly reject a false null hypothesis. It is the probability that the test will identify a treatment effect if one really exists. critical z 1.95996 Type Il error: failure to reject a false Ho = P(Fail to reject H0 | H0 is false) 0.3 0.2 power Power of the test 1-B-P(reject Ho | Ho is false) 0 Errors in decision making Actual Situation No Effect Ho True Effect Exists Ho False Reject Ho Type I error Decision correct EXPERIMENTER'S DECISION Fail to reject Ho Decision correctType I error

Explanation / Answer

NORMINV(1 – , , s.e.) use this command in Excel to find power. (s.e.= standard error= sigma / n)

The curve on the left represents the normal curve being tested with mean 0 and the normal curve on the right represents the real distribution with mean 1.