simulate_data

Functions that generate data sets used in examples

Functions

generate_ancova_data([N, ...])	Generate ANCOVA example data
generate_did([seed])	Generate Difference in Differences data
generate_geolift_data([seed])	Generate synthetic geolift data using a latent factor model.
generate_multicell_geolift_data([seed])	Generate synthetic data for a geolift example.
generate_piecewise_its_data([N, ...])	Generate piecewise Interrupted Time Series data with known ground truth parameters.
generate_regression_discontinuity_data([N, ...])	Generate regression discontinuity example data
generate_staggered_did_data([n_units, ...])	Generate synthetic panel data with staggered treatment adoption.
generate_synthetic_control_data([N, ...])	Generates data for synthetic control example.
generate_time_series_data_seasonal(...[, seed])	Generates 10 years of monthly data with seasonality
generate_time_series_data_simple(treatment_time)	Generate simple interrupted time series data, with no seasonality or temporal structure.