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infer (version 1.0.3)

Tidy Statistical Inference

Description

The objective of this package is to perform inference using an expressive statistical grammar that coheres with the tidy design framework.

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Install

install.packages('infer')

Monthly Downloads

31,457

Version

1.0.3

License

MIT + file LICENSE

Issues

6

Pull Requests

1

Stars

761

Forks

82

Maintainer

Simon P. Couch

Last Published

August 22nd, 2022

Functions in infer (1.0.3)

fit.infer

Fit linear models to infer objects
generate

Generate resamples, permutations, or simulations
get_p_value

Compute p-value
gss

Subset of data from the General Social Survey (GSS).
chisq_stat

Tidy chi-squared test statistic
deprecated

Deprecated functions and objects
chisq_test

Tidy chi-squared test
assume

Define a theoretical distribution
get_confidence_interval

Compute confidence interval
print.infer

Print methods
specify

Specify response and explanatory variables
calculate

Calculate summary statistics
observe

Calculate observed statistics
%>%

Pipe
prop_test

Tidy proportion test
hypothesize

Declare a null hypothesis
infer

infer: a grammar for statistical inference
rep_sample_n

Perform repeated sampling
visualize

Visualize statistical inference
reexports

Objects exported from other packages
t_test

Tidy t-test
t_stat

Tidy t-test statistic
shade_p_value

Shade histogram area beyond an observed statistic
shade_confidence_interval

Add information about confidence interval