synthetic_data

Data generation functions for consumer choice models.

Functions

generate_blp_panel(*[, T, J, K, L, R_geo, ...])	Generate a synthetic BLP-style aggregate-share panel.
generate_maxdiff_conjoint_data([...])	Generate synthetic MaxDiff data with item-attribute utilities (part-worths).
generate_maxdiff_data([n_respondents, ...])	Generate synthetic MaxDiff (best-worst scaling) data.
generate_saturated_data(total_sales_mu, ...)	Generate synthetic data for the MVITS model, assuming market is saturated.
generate_unsaturated_data(...[, random_seed])	Generate synthetic data for the MVITS model.