Hypothesis testing
Given a limited number of samples, see how likely the hypothesis are true. Both Z test and t test aims to convert the sample statistics to population statistics.
Definitions
Given the population mean , sample mean .
Z test
Standard score
-test
Comparison
Implementations
In Python, -test is impmented in scipy.stats as scipy.stats.t scipy.stats.ttest_ind_xxx.