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added separate nonparametric section
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benwhalley committed Mar 20, 2019
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1 change: 1 addition & 0 deletions _bookdown.yml
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# PART MODELS
"MODELS.Rmd",
"basic-statistics.Rmd",
"non-parametrics.Rmd",
"crosstabulation.Rmd",
"correlations.Rmd",
"t-tests.Rmd",
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4 changes: 0 additions & 4 deletions basic-statistics.Rmd
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R has simple functions for common inferential statistics like Chi^2^, t-tests, correlations and many more. This section is by no means exhaustive, but covers [statistics for crosstabulations](#crosstabs), [differences in means](#t-tests), and [linear correlation](#correlations).

For more on non-parametric statistics [this page on the statmethods site](http://www.statmethods.net/stats/nonparametric.html) is a useful guide.

The [`coin::` package](http://finzi.psych.upenn.edu/R/library/coin/doc/coin.pdf) implements many resampling tests, which can also be useful when assumptions of parametric tests are not valid. [See this intro to resampling statistics](http://www.statmethods.net/stats/resampling.html).

14 changes: 14 additions & 0 deletions non-parametrics.Rmd
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---
title: Non-parametric statistics
---



# Non-parametric statistics {#nonparametrics}

This guide is very light on non-parametric statistics in R.

For more on this topic [this page on the statmethods site](http://www.statmethods.net/stats/nonparametric.html) is a useful guide.

The [`coin::` package](http://finzi.psych.upenn.edu/R/library/coin/doc/coin.pdf) implements many resampling tests, which can also be useful when assumptions of parametric tests are not valid. [See this intro to resampling statistics](http://www.statmethods.net/stats/resampling.html).

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