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Hypothesis testing

Student's t-tests
Parametric tests for testing hypotheses about the mean of the random variables

F-test and chi-square test
Parametric tests for testing hypotheses about the variance of the random variables


Sign test
Non-parametric test used to compare the distribution median with a given value m.

Wilcoxon signed-rank test
Non-parametric test used to compare the distribution median with a given value m.

Mann-Whitney U-test
Non-parametric alternative to the two-sample Student's t-test


Jarque-Bera test
Normality test


Significance test for correlation coefficient
Significance test for correlation coefficient

 

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