Other packages > Find by keyword >

gldrm  

Generalized Linear Density Ratio Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("gldrm", "1.6")



Attach the package and use:
library("gldrm")
Maintained by
Michael Wurm
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-06-28
Latest Update: 2018-04-13
Description:
Fits a generalized linear density ratio model (GLDRM). A GLDRM is a semiparametric generalized linear model. In contrast to a GLM, which assumes a particular exponential family distribution, the GLDRM uses a semiparametric likelihood to estimate the reference distribution. The reference distribution may be any discrete, continuous, or mixed exponential family distribution. The model parameters, which include both the regression coefficients and the cdf of the unspecified reference distribution, are estimated by maximizing a semiparametric likelihood. Regression coefficients are estimated with no loss of efficiency, i.e. the asymptotic variance is the same as if the true exponential family distribution were known. Huang (2014) . Huang and Rathouz (2012) . Rathouz and Gao (2008) .
How to cite:
Michael Wurm (2017). gldrm: Generalized Linear Density Ratio Models. R package version 1.6, https://cran.r-project.org/web/packages/gldrm. Accessed 21 Nov. 2024.
Previous versions and publish date:
1.1 (2017-06-28 08:01), 1.4 (2017-12-06 10:58), 1.5 (2018-04-13 09:58)
Other packages that cited gldrm R package
View gldrm citation profile
Other R packages that gldrm depends, imports, suggests or enhances
Complete documentation for gldrm
Functions, R codes and Examples using the gldrm R package
Some associated functions: beta.control . f0.control . getBeta . getTheta . getf0 . gldrm.control . gldrm . gldrmCI . gldrmFit . gldrmLRT . gldrmPIT . predict.gldrm . print.gldrm . print.gldrmCI . print.gldrmLRT . theta.control . 
Some associated R codes: getBeta.R . getTheta.R . getf0.R . gldrm.R . gldrmCI.R . gldrmFit.R . gldrmLRT.R . gldrmPIT.R . predict-gldrm.R . print-gldrm.R .  Full gldrm package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
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  
SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

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