/NonParametric-Statistics

Data and modeling notes for Nonparametric Statistics

Primary LanguageR

STAT 501 NonParametric

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Topics Overview

  • hypothesis testing review
  • Wilcoxon rank sum test
  • signed rank test
  • Kruskal-Wallis test
  • Friedman
  • Correlation
  • Chi-Squared
  • Fishers
  • MantelHaenszel
  • McNemars
  • StuartMaxwell
  • Loglinear
  • Simpsons
  • Linear Regression
  • Multiple Regression
  • Logistic
  • Density
  • Nonparametric
  • Semiparametric
  • BSplines
  • GLM
  • GAM
  • Bootsrap