Non-Parametric Tests in Excel using QI Macros

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Use non-parametric tests when data is:

  • Counts or frequencies of different types
  • Measured on nominal or ordinal scale
  • Not meeting assumptions of a normal test
  • Distribution is unknown
  • A small sample
  • Imprecise
  • Skewed data that make the median more representative

Excel doesn't have the ability to do statistical tests of non-normal (i.e., not "bell shaped") data. The QI Macros, however, have a set of templates to handle non-parametric data.

Watch Non-parametric tests in Excel Video

 Samples
Variable (Continuous)

Data

1
2
3
Independent Wilcoxon

Mann-Whitney

Kruskal-Wallis

Friedman

Dependent Spearman 
Goodness of Fit Kolmogorov-Smirnov (K-S) Tukey 
Attribute (Ordinal)

Data

   
Independent1-Sample Sign Test Sign Test  
Dependent Spearman 
Non-Normal vs Normal Tests
Non-parametricParametric (Normal)
1-sample sign 1-sample z-test
1-sample t-test
Sign Test Paired two-sample t Test
Wilcoxon Signed Rank Test

1-sample t-test
Paired 2-sample t-test

Mann-Whitney
Wilcoxon Rank Sum Test
2-sample t-test
Kruskal-Wallisone-way ANOVA
Mood's Medianone-way ANOVA
Friedman2-way ANOVA test

 

 
 
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