Nonparametric Estimation and Inference on Dose-Response Curves


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Documentation for package ‘npDoseResponse’ version 0.1

Help Pages

DerivEffect The proposed localized derivative estimator.
DerivEffectBoot Nonparametric bootstrap inference on the derivative effect via our localized derivative estimator.
IntegEst The proposed integral estimator.
IntegEstBoot Nonparametric bootstrap inference on the dose-response curve via our integral estimator.
KernelRetrieval The helper function for retrieving a kernel function and its associated statistics.
LocalPolyReg The (partial) local polynomial regression.
LocalPolyRegMain The main function of the (partial) local polynomial regression.
RegAdjust The regression adjustment estimator of the dose-response curve.
RoTBWLocalPoly The rule-of-thumb bandwidth selector for the (partial) local polynomial regression.