Crandore Hub

horseshoenlm

Nonlinear Regression using Horseshoe Prior

Provides the posterior estimates of the regression coefficients when horseshoe prior is specified. The regression models considered here are logistic model for binary response and log normal accelerated failure time model for right censored survival response. The linear model analysis is also available for completeness. All models provide deviance information criterion and widely applicable information criterion. See <doi:10.1111/rssc.12377> Maity et. al. (2019) <doi:10.1111/biom.13132> Maity et. al. (2020).

Versions across snapshots

VersionRepositoryFileSize
0.0.6 rolling source/ R- horseshoenlm_0.0.6.tar.gz 10.9 KiB
0.0.6 rolling linux/jammy R-4.5 horseshoenlm_0.0.6.tar.gz 68.4 KiB
0.0.6 rolling linux/noble R-4.5 horseshoenlm_0.0.6.tar.gz 68.3 KiB
0.0.6 latest source/ R- horseshoenlm_0.0.6.tar.gz 10.9 KiB
0.0.6 latest linux/jammy R-4.5 horseshoenlm_0.0.6.tar.gz 68.4 KiB
0.0.6 latest linux/noble R-4.5 horseshoenlm_0.0.6.tar.gz 68.3 KiB
0.0.6 2026-04-23 source/ R- horseshoenlm_0.0.6.tar.gz 10.9 KiB
0.0.6 2026-04-09 windows/windows R-4.5 horseshoenlm_0.0.6.zip 71.2 KiB
0.0.6 2025-04-20 source/ R- horseshoenlm_0.0.6.tar.gz 10.9 KiB

Dependencies (latest)

Imports

Suggests