Other packages > Find by keyword >

pmledecon  

Deconvolution Density Estimation using Penalized MLE
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("pmledecon", "0.2.1")



Attach the package and use:
library("pmledecon")
Maintained by
Yun Cai
[Scholar Profile | Author Map]
First Published: 2021-08-23
Latest Update: 2022-05-30
Description:
Given a sample with additive measurement error, the package estimates the deconvolution density - that is, the density of the underlying distribution of the sample without measurement error. The method maximises the log-likelihood of the estimated density, plus a quadratic smoothness penalty. The distribution of the measurement error can be either a known family, or can be estimated from a "pure error" sample. For known error distributions, the package supports Normal, Laplace or Beta distributed error. For unknown error distribution, a pure error sample independent from the data is used.
How to cite:
Yun Cai (2021). pmledecon: Deconvolution Density Estimation using Penalized MLE. R package version 0.2.1, https://cran.r-project.org/web/packages/pmledecon. Accessed 09 May. 2025.
Previous versions and publish date:
0.1.0 (2021-08-23 12:50), 0.2.0 (2022-05-30 04:10)
Other packages that cited pmledecon R package
View pmledecon citation profile
Other R packages that pmledecon depends, imports, suggests or enhances
Complete documentation for pmledecon
Functions, R codes and Examples using the pmledecon R package
Some associated functions: pmledecon . 
Some associated R codes: pmledecon.R .  Full pmledecon package functions and examples
Downloads during the last 30 days
04/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/0505/0605/0705/08Downloads for pmledecon024681012141618202224TrendBars

Today's Hot Picks in Authors and Packages

assertive.numbers  
Assertions to Check Properties of Numbers
A set of predicates and assertions for checking the properties of numbers. This is mainly for use ...
Download / Learn more Package Citations See dependency  
disparityfilter  
Disparity Filter Algorithm for Weighted Networks
The disparity filter algorithm is a network reduction technique to identify the 'backbone' structur ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
SACOBRA  
Self-Adjusting COBRA
Performs surrogate-assisted optimization for expensive black-box constrained problems. ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

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