Other packages > Find by keyword >

penppml  

Penalized Poisson Pseudo Maximum Likelihood Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("penppml", "0.2.4")



Attach the package and use:
library("penppml")
Maintained by
Joao Cruz
[Scholar Profile | Author Map]
First Published: 2021-09-09
Latest Update: 2023-04-22
Description:
A set of tools that enables efficient estimation of penalized Poisson Pseudo Maximum Likelihood regressions, using lasso or ridge penalties, for models that feature one or more sets of high-dimensional fixed effects. The methodology is based on Breinlich, Corradi, Rocha, Ruta, Santos Silva, and Zylkin (2021) and takes advantage of the method of alternating projections of Gaure (2013) for dealing with HDFE, as well as the coordinate descent algorithm of Friedman, Hastie and Tibshirani (2010) for fitting lasso regressions. The package is also able to carry out cross-validation and to implement the plugin lasso of Belloni, Chernozhukov, Hansen and Kozbur (2016) .
How to cite:
Joao Cruz (2021). penppml: Penalized Poisson Pseudo Maximum Likelihood Regression. R package version 0.2.4, https://cran.r-project.org/web/packages/penppml. Accessed 07 Apr. 2025.
Previous versions and publish date:
0.1.0 (2021-09-09 07:30), 0.1.1 (2022-01-03 11:50), 0.2.0 (2022-10-24 12:32), 0.2.1 (2022-12-16 11:30), 0.2.2 (2023-04-22 21:00), 0.2.3 (2023-09-08 16:10)
Other packages that cited penppml R package
View penppml citation profile
Other R packages that penppml depends, imports, suggests or enhances
Complete documentation for penppml
Downloads during the last 30 days
03/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/06Downloads for penppml02468101214161820TrendBars

Today's Hot Picks in Authors and Packages

MetaAnalyser  
An Interactive Visualisation of Meta-Analysis as a Physical Weighing Machine
An interactive application to visualise meta-analysis data as a physical weighing machine. The inte ...
Download / Learn more Package Citations See dependency  
letsR  
Data Handling and Analysis in Macroecology
Handling, processing, and analyzing geographic data on species' distributions and environmental var ...
Download / Learn more Package Citations See dependency  
nutriNetwork  
Structure Learning with Copula Graphical Model
Statistical tool for learning the structure of direct associations among variables for continuous d ...
Download / Learn more Package Citations See dependency  
ASMap  
Linkage Map Construction using the MSTmap Algorithm
Functions for Accurate and Speedy linkage map construction, manipulation and diagnosis of Doubled Ha ...
Download / Learn more Package Citations See dependency  
probout  
Unsupervised Multivariate Outlier Probabilities for Large Datasets
Estimates unsupervised outlier probabilities for multivariate numeric data with many observations fr ...
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  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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