Decision Tree Flashcards
Frequency Data -> Compare Groups -> 2 groups =
Binomial test
Frequency data -> Compare groups -> >2 groups =
N by 1 Chi-squared
Frequency data -> Relationship (between 2 variables) =
Contingency chi-squared
Continuous data -> N=1 =
Z-test
Continuous data -> N>1 -> Compare variances =
Variance test
Continuous data -> N>1 -> Compare central tendency -> Unrelated samples -> Both normal and variances are equal =
Unrelated t-test
Continuous data -> N>1 -> Compare central tendency -> Unrelated samples -> Both normal and variances aren’t equal =
Wilcoxon rank sum
Continuous data -> N>1 -> Compare central tendency -> Related samples -> Differences are normal
Related t-test
Continuous data -> N>1 -> Compare central tendency -> Related samples -> Differences aren’t normal
Wilcoxon matched pairs
Continuous data -> N>1 -> Relationship (between 2 variables) -> Both are normal =
Pearson’s
Continuous data -> N>1 -> Relationship (between 2 variables) -> Both aren’t normal =
Spearman’s r