Other packages > Find by keyword >

plde  

Penalized Log-Density Estimation Using Legendre Polynomials
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("plde", "0.1.2")



Attach the package and use:
library("plde")
Maintained by
JungJun Lee
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-07-01
Latest Update: 2018-07-01
Description:
We present a penalized log-density estimation method using Legendre polynomials with lasso penalty to adjust estimate's smoothness. Re-expressing the logarithm of the density estimator via a linear combination of Legendre polynomials, we can estimate parameters by maximizing the penalized log-likelihood function. Besides, we proposed an implementation strategy that builds on the coordinate decent algorithm, together with the Bayesian information criterion (BIC).
How to cite:
JungJun Lee (2018). plde: Penalized Log-Density Estimation Using Legendre Polynomials. R package version 0.1.2, https://cran.r-project.org/web/packages/plde
Previous versions and publish date:
No previous versions
Other packages that cited plde R package
View plde citation profile
Other R packages that plde depends, imports, suggests or enhances
Functions, R codes and Examples using the plde R package
Some associated functions: basic_values . compute_fitted . compute_lambdas . fit_plde . fit_plde_sub . legendre_polynomial . min_q_lambda . model_selection . plde . q_lambda . soft_thresholding . update . 
Some associated R codes: PLDE.R .  Full plde 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

critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns