What are the different parametric counter parts for non-parametric Binomial

George Michael

George Michael

Answered question

2022-04-19

What are the different parametric counter parts for non-parametric Binomial test, Chi-Square GOF test, Kolmogorov-Smirnov one-sample test, Runs test, McNemar test, Sign test and Wilcoxon signed-rank test?

Answer & Explanation

glajusv8iv

glajusv8iv

Beginner2022-04-20Added 10 answers

Parametric test: It the makes assumptions about the parameters of the population distribution from which the sample is drawn.
Non-parametric test: It does not depend on the particular form of the basic frequency function from which samples are drawn.
The different parametric counter parts for non-parametric test is given as:
For binomial test the parametric counter part is exact test for proportion.
For chi-square goodness of fit the parametric counter part is poisson regression test with additive effects
For Kolmogorov-Smirnov one-sample test the parametric counter part is chi-square test.
For runs test the parametric counter is Wald–Wolfowitz runs test
For Sign test the parametric counter part is t-test
For McNemar test the parametric counter part is McNemar's chi-square test
For Wilcoxon signed-rank test the parametric counter part is paired t-test

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