Data_Generation: Generate Synthetic Data

In chiarui424/FLAME: A Fast Large-Scale Almost Matching Exactly Approach to Causal Inference

Description

Data_Generation generates synthetic data, where each covariate is a binary variable.

Usage

Data_Generation(ncontrol, ntreated, nimportant, ntrivial, non_linear, U)

Arguments

ncontrol	number of samples in the control group
ntreated	number of samples in the treated group
nimportant	number of important covariates
ntrivial	number of unimportant covariates
non_linear	number of covariates with non-linear relationship
U	coefficient of non-linear term

Value

synthetic data

Examples

Data_Generation(10, 10, 10, 5, 5, 5)

chiarui424/FLAME documentation built on Sept. 16, 2019, 8:43 a.m.