Other packages > Find by keyword >

HTLR  

Bayesian Logistic Regression with Heavy-Tailed Priors
View on CRAN: Click here


Download and install HTLR package within the R console
Install from CRAN:
install.packages("HTLR")

Install from Github:
library("remotes")
install_github("cran/HTLR")

Install by package version:
library("remotes")
install_version("HTLR", "1.0")



Attach the package and use:
library("HTLR")
Maintained by
Longhai Li
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-10-06
Latest Update: 2022-10-22
Description:
Efficient Bayesian multinomial logistic regression based on heavy-tailed (hyper-LASSO, non-convex) priors. The posterior of coefficients and hyper-parameters is sampled with restricted Gibbs sampling for leveraging the high-dimensionality and Hamiltonian Monte Carlo for handling the high-correlation among coefficients. A detailed description of the method: Li and Yao (2018), Journal of Statistical Computation and Simulation, 88:14, 2827-2851, .
How to cite:
Longhai Li (2019). HTLR: Bayesian Logistic Regression with Heavy-Tailed Priors. R package version 1.0, https://cran.r-project.org/web/packages/HTLR. Accessed 19 Jun. 2026.
Previous versions and publish date:
0.4-1 (2019-10-09 00:50), 0.4-2 (2020-01-17 08:50), 0.4-3 (2020-09-09 06:20), 0.4-4 (2022-10-22 14:47), 0.4 (2019-10-06 12:10)
Other packages that cited HTLR R package
View HTLR citation profile
Other R packages that HTLR depends, imports, suggests or enhances
Complete documentation for HTLR
Functions, R codes and Examples using the HTLR R package
Some associated functions: HTLR-package . as.matrix.htlr.fit . bcbcsf_deltas . colon . diabetes392 . evaluate_pred . gendata_FAM . gendata_MLR . htlr . htlr_fit . htlr_predict . htlr_prior . lasso_deltas . nzero_idx . order_ftest . order_kruskal . order_plain . pipe . predict.htlr.fit . split_data . std . summary.htlr.fit . 
Some associated R codes: HTLR-package.R . RcppExports.R . data.R . htlr.R . initial-state.R . predict.R . std.R .  Full HTLR package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ifs  
Iterated Function Systems
Iterated Function Systems Estimator as in Iacus and La Torre (2005) . ...
Download / Learn more Package Citations See dependency  
vembedr  
Embed Video in HTML
A set of functions for generating HTML to embed hosted video in your R Markdown documents or Shiny a ...
Download / Learn more Package Citations See dependency  
DELTD  
Kernel Density Estimation using Lifetime Distributions
A collection of asymmetrical kernels belong to lifetime distributions for kernel density estimation ...
Download / Learn more Package Citations See dependency  
HTLR  
Bayesian Logistic Regression with Heavy-Tailed Priors
Efficient Bayesian multinomial logistic regression based on heavy-tailed (hyper-LASSO, non-convex) ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
phuassess  
Proportional Habitat Use Assessment
Assessment of habitat selection by means of the permutation-based combination of sign tests (Fattori ...
Download / Learn more Package Citations See dependency  

27,483

R Packages

236,180

Dependencies

73,054

Author Associations

27,484

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA