Statistical hypothesis test

Test Statistic Type of Test
t-statistic t-test
Regression test
F-statistic ANOVA
MANOVA
ANCOVA
z-statistic z-test
x2-statistic Chi-square test
Some of the most common test
statistics and their corresponding
statistical tests or models.

A statistical hypothesis test is a method of statistical inference used to decide whether the data provide sufficient evidence to reject a particular hypothesis. A statistical hypothesis test typically involves a calculation of a test statistic. Then a decision is made, either by comparing the test statistic to a critical value or equivalently by evaluating a p-value computed from the test statistic. Roughly 100 specialized statistical tests are in use and noteworthy.

This article is issued from Wikipedia. The text is available under Creative Commons Attribution-Share Alike 4.0 unless otherwise noted. Additional terms may apply for the media files.