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Null Hypothesis
States that the samples came form the same population
Type 1 Error
Occurs when you “Reject the H0 and accept the H1” when you should have “Failed to reject H0”
Fisher’s Classical Decision Theory
Technique for deciding whether differ. in sample means represent differ. in population means
Exhaustive
Indicates that the options cover all possible outcomes
β (Beta)
Indicates the likelihood (or probability)of a Type 2 error
Alternative Hypothesis
States that the samples came from populations which have different means
Type 2 Error
Occurs if “ Fail to reject H0” when you should have “Rejected the H0, and accepted the H1”
Mutually Exclusive
Indicates that only one option may be true
α (alpha)
Indicates the likelihood(or probability) of the Type 1 error
Statistically Significant Difference
Type of difference that is unlikely to occur due to chance(or sampling error)