Tools for Causal Inference with Possibly Invalid Instrumental Variables

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Documentation for package ‘TSCI’ version 2.0.0

Help Pages

coef.tsci Extract Model Coefficients of TSCI Fits
confint.tsci Confidence Intervals of Treatment Effect Estimates for TSCI Fits.
create_interactions Interactions as Violation Space Candidates
create_monomials Monomials as Violation Space Candidates
summary.tsci Summarizing Two Stage Curvature Identification Fits
tsci_boosting Two Stage Curvature Identification with Boosting
tsci_forest Two Stage Curvature Identification with Random Forests
tsci_poly Two Stage Curvature Identification with Polynomial Basis Expansion
tsci_secondstage Two Stage Curvature Identification with User Provided Hat Matrix