Core Verbs

specify()

Specify response and explanatory variables

hypothesize() hypothesise()

Declare a null hypothesis

generate()

Generate resamples, permutations, or simulations

calculate()

Calculate summary statistics

fit(<infer>)

Fit linear models to infer objects

assume()

Define a theoretical distribution

Helpers

visualize() visualise()

Visualize statistical inference

get_p_value() get_pvalue()

Compute p-value

get_confidence_interval() get_ci()

Compute confidence interval

shade_p_value() shade_pvalue()

Shade histogram area beyond an observed statistic

shade_confidence_interval() shade_ci()

Add information about confidence interval

Wrappers

observe()

Calculate observed statistics

chisq_test()

Tidy chi-squared test

prop_test()

Tidy proportion test

t_test()

Tidy t-test

chisq_stat()

Tidy chi-squared test statistic

t_stat()

Tidy t-test statistic

Miscellaneous

infer

infer: a grammar for statistical inference

gss

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

conf_int() p_value()

Deprecated functions and objects

rep_sample_n() rep_slice_sample()

Perform repeated sampling

%>%

Pipe

print(<infer>) print(<infer_layer>) print(<infer_dist>)

Print methods