Statistical Tests Flashcards
Explanatory Variable: Want to compare to Hypothesized value or distribution
Response Variable: Normal Numerical
One-sample t-test
Explanatory Variable: Want to compare to 2nd Numerical
Response Variable: Non-normal Numerical
Rank Correlation
Explanatory Variable: compare to 2nd Numerical
Response Variable: Normal Numerical
Correlation
Explanatory Variable: Hypothesized value or distribution
Response Variable: Non-normal numerical
Sign Test
Explanatory Variable: Hypothesized value or distribution
Response Variable: Categorical
X^2 Goodness-of-fit test
Binomial test
Explanatory Variable: One Categorical 2 groups
Response Variable: Categorical
X^2 Contingency Test
Fishers Exact Test
Explanatory Variable: One Categorical 2 groups
Response Variable: Normal Numerical
Paired t-test
Two Sample T-test
Explanatory Variable: One Categorical 2 groups
Response Variable: Non-Normal Numerical
Sign Test
Mann-Whitney U test
Explanatory Variable: One Categorical >2 groups
Response Variable: Non-Normal Numerical
Kruskal-Wallis test
Explanatory Variable: One Categorical >2 groups
Response Variable: Normal Numerical
Single-Factor ANOVA
Explanatory Variable: One Categorical >2 groups
Response Variable: Categorical
X^2 Contingency Test
Explanatory Variable: 2 Categorical
Response Variable: Numerical
Multi-Factor ANOVA
Explanatory Variable: Numerical
Response Variable: Numerical
Linear / Non-linear regression
Explanatory Variable: Numerical and Categorical
Response Variable: Numerical
ANCOVA
