All functions

correlate

Perform generation of a correlated random variable.

cross_levels link_levels

Creates panel or cross-classified data

draw_binary_icc

Draw binary data with fixed intra-cluster correlation.

draw_binomial draw_categorical draw_ordered draw_count draw_binary draw_likert draw_quantile

Draw discrete variables including binary, binomial count, poisson count, ordered, and categorical

draw_normal_icc

Draw normal data with fixed intra-cluster correlation.

fabricate add_level modify_level nest_level

Fabricate data

fabricatr

fabricatr package

join

Helper function handling specification of which variables to join a cross-classified data on, and what kind of correlation structure needed. Correlation structures can only be provided if the underlying call is a `link_levels()` call.

recycle

Expands data to a given length through recycling.

resample_data

Resample data, including hierarchical data

split_quantile

Split data into quantile buckets (e.g. terciles, quartiles, quantiles, deciles).