POPInf: Assumption-Lean and Data-Adaptive Post-Prediction Inference

Implementation of assumption-lean and data-adaptive post-prediction inference (POPInf), for valid and efficient statistical inference based on data predicted by machine learning. See Miao, Miao, Wu, Zhao, and Lu (2023) <arXiv:2311.14220>.

Getting started

Package details

AuthorJiacheng Miao [aut, cre] (<https://orcid.org/0000-0002-4524-7408>)
MaintainerJiacheng Miao <jiacheng.miao@wisc.edu>
LicenseGPL-3
Version1.0.0
URL https://arxiv.org/abs/2311.14220 https://github.com/qlu-lab/POPInf
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("POPInf")

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POPInf documentation built on May 29, 2024, 2:47 a.m.