npDoseResponse - Nonparametric Estimation and Inference on Dose-Response Curves
A novel integral estimator for estimating the causal effects with continuous treatments (or dose-response curves) and a localized derivative estimator for estimating the derivative effects. The inference on the dose-response curve and its derivative is conducted via nonparametric bootstrap. The reference paper is Zhang, Chen, and Giessing (2024) <doi:10.48550/arXiv.2405.09003>.
Last updated 10 months ago
1.00 score 558 downloadsDebiasInfer - Efficient Inference on High-Dimensional Linear Model with Missing Outcomes
A statistically and computationally efficient debiasing method for conducting valid inference on the high-dimensional linear regression function with missing outcomes. The reference paper is Zhang, Giessing, and Chen (2023) <arXiv:2309.06429>.
Last updated 1 years ago
1.00 score 210 downloads