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Major Issue: Frequentist Inference
Frequentist operating characteristics are based
on the sampling distribution
•Stopping
rules do affect the sampling distribution of the usual statistics
–MLEs
are not normally distributed
–Z
scores are not standard normal under the null
•(1.96
is irrelevant)
–The null distribution of fixed sample P values is not uniform
•(They
are not true P values)