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Name of Quantlet: DataGenerationForCausalInference
Published in: Masterthesis 'Causal Inference using Machine Learning'
Description: Generates synthetic data in form of a partial linear model to apply simulations for causal inference estimation. The parameter of interest is the treatment or uplift effect for a binary treatment assignment.
Keywords: synthetic data, causal inference, simulation, data generation, partial linear model, treatment effect, uplift, high-dimensional