lbm: Log Binomial Regression Model in Exact Method

Fit the log binomial regression model (LBM) by Exact method. Limited parameter space of LBM causes trouble to find admissible estimates and fail to converge when MLE is close to or on the boundary of space. Exact method utilizes the property of boundary vectors to re-parametrize the model without losing any information, and fits the model on the standard fitting algorithm with no convergence issues.

Getting started

Package details

AuthorChao Zhu
MaintainerChao Zhu <zhuchao9966@gmail.com>
LicenseGPL (>= 2)
Version0.9.0.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("lbm")

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lbm documentation built on Nov. 2, 2021, 5:08 p.m.