Estimation Methods for Causal Inference Based on Inverse Probability Weighting


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Documentation for package ‘causalweight’ version 0.1.2

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lateweight Local average treatment effect estimation based on inverse probability weighting
medlateweight Causal mediation analysis with instruments for treatment and mediator based on weighting
medweight Causal mediation analysis based on inverse probability weighting with optional sample selection correction.
medweightcont Causal mediation analysis with a continuous treatment based on weighting by the inverse of generalized propensity scores
treatweight Treatment evaluation based on inverse probability weighting with optional sample selection correction.