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Null Hypothesis
The observations are due to chance.
Null Hypothesis
There is no observed effect.
Null Hypothesis
Symbol: H0
Alternative Hypothesis
The observations are due to a certain effect
Alternative Hypothesis
There is observed effect.
Alternative Hypothesis
Symbol: H1
Type I Error
Null hypothesis is rejected when it is actually true.
Type II Error
Failure to reject the null hypothesis when it is actually false.
P-value < 0.05
P-value. Reject the Null Hypothesis.
P-value > 0.05
P-value. Failure to reject or cannot reject the Null Hypothesis.
T-stat < T-crit
T-stat. Failure to reject or cannot reject the Null Hypothesis.
T-stat > T-crit
T-stat. Reject the Null Hypothesis