Other packages > Find by keyword >

KDEmcmc  

Kernel Density Estimation with a Markov Chain Monte Carlo Sample
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("KDEmcmc", "0.0.1")



Attach the package and use:
library("KDEmcmc")
Maintained by
Juhee Lee
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-04-24
Latest Update: 2025-04-24
Description:
Provides methods for selecting the optimal bandwidth in kernel density estimation for dependent samples, such as those generated by Markov chain Monte Carlo (MCMC). Implements a modified biased cross-validation (mBCV) approach that accounts for sample dependence, improving the accuracy of estimated density functions.
How to cite:
Juhee Lee (2025). KDEmcmc: Kernel Density Estimation with a Markov Chain Monte Carlo Sample. R package version 0.0.1, https://cran.r-project.org/web/packages/KDEmcmc. Accessed 08 May. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited KDEmcmc R package
View KDEmcmc citation profile
Other R packages that KDEmcmc depends, imports, suggests or enhances
Complete documentation for KDEmcmc
Functions, R codes and Examples using the KDEmcmc R package
Full KDEmcmc package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

MXM  
Feature Selection (Including Multiple Solutions) and Bayesian Networks
Many feature selection methods for a wide range of response variables, including minimal, statistica ...
Download / Learn more Package Citations See dependency  
trajr  
Animal Trajectory Analysis
A toolbox to assist with statistical analysis of animal trajectories. It provides simple access to a ...
Download / Learn more Package Citations See dependency  
gms  
'GAMS' Modularization Support Package
A collection of tools to create, use and maintain modularized model code written in the modeling la ...
Download / Learn more Package Citations See dependency  
gaussDiff  
Difference measures for multivariate Gaussian probability density functions
A collection difference measures for multivariate Gaussian probability density functions, such as t ...
Download / Learn more Package Citations See dependency  
MultiATSM  
Multicountry Term Structure of Interest Rates Models
Estimation routines for several classes of affine term structure of interest rates models. All the m ...
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  

24,205

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