ememax
Estimation for Binary Emax Models with Missing Responses and Bias Reduction
v0.1.0
·
Mar 17, 2026
·
MIT + file LICENSE
Description
Provides estimation utilities for binary Emax dose-response models. Includes Expectation-Maximization based maximum likelihood estimation when the binary response is missing, as well as bias-reduced estimators including Jeffreys-penalized likelihood, Firth-score, and Cox-Snell corrections.The methodology is described in Zhang, Pradhan, and Zhao (2025) <doi:10.1177/09622802251403356> and Zhang, Pradhan, and Zhao (2026) <doi:10.1080/10543406.2026.2627387>.
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0.1.0
Mar 17, 2026