infer-package |
infer: a grammar for statistical inference |
%>% |
Pipe |
calculate |
Calculate summary statistics |
chisq_stat |
A shortcut wrapper function to get the observed test statistic for a chisq test. Uses 'stats::chisq.test', which applies a continuity correction. |
chisq_test |
A tidier version of chisq.test for goodness of fit tests and tests of independence. |
conf_int |
Compute the confidence interval for (currently only) simulation-based methods |
generate |
Generate resamples, permutations, or simulations based on 'specify' and (if needed) 'hypothesize' inputs |
get_ci |
Compute the confidence interval for (currently only) simulation-based methods |
get_confidence_interval |
Compute the confidence interval for (currently only) simulation-based methods |
get_pvalue |
Compute the p-value for (currently only) simulation-based methods 'get_pvalue()' is an alias of 'p_value' |
hypothesize |
Declare a null hypothesis |
infer |
infer: a grammar for statistical inference |
print.infer |
Print methods |
p_value |
Compute the p-value for (currently only) simulation-based methods 'get_pvalue()' is an alias of 'p_value' |
rep_sample_n |
Perform repeated sampling |
set_params |
To determine which theoretical distribution to fit (if any) |
specify |
Specify the response and explanatory variables with 'specify' also converting character variables chosen to be 'factor's |
t_stat |
A shortcut wrapper function to get the observed test statistic for a t test |
t_test |
A tidier version of t.test for two sample tests |
visualize |
Visualize the distribution of the simulation-based inferential statistics or the theoretical distribution (or both!) |