Estimation Methods for Causal Inference Based on Inverse Probability Weighting


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Documentation for package ‘causalweight’ version 0.1.3

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attrlateweight Local average treatment effect estimation in multiple follow-up periods with outcome attrition based on inverse probability weighting
didweight Difference-in-differences based on inverse probability weighting
lateweight Local average treatment effect estimation based on inverse probability weighting
medDML Causal mediation analysis with double machine learning
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
swissexper Correspondence test in Swiss apprenticeship market
treatweight Treatment evaluation based on inverse probability weighting with optional sample selection correction.
wexpect Wage expectations of students in Switzerland