Other packages > Find by keyword >

KSD  

Goodness-of-Fit Tests using Kernelized Stein Discrepancy
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("KSD", "1.0.1")



Attach the package and use:
library("KSD")
Maintained by
Min Hyung Kang
[Scholar Profile | Author Map]
First Published: 2016-07-08
Latest Update: 2021-01-11
Description:
An adaptation of Kernelized Stein Discrepancy, this package provides a goodness-of-fit test of whether a given i.i.d. sample is drawn from a given distribution. It works for any distribution once its score function (the derivative of log-density) can be provided. This method is based on "A Kernelized Stein Discrepancy for Goodness-of-fit Tests and Model Evaluation" by Liu, Lee, and Jordan, available at .
How to cite:
Min Hyung Kang (2016). KSD: Goodness-of-Fit Tests using Kernelized Stein Discrepancy. R package version 1.0.1, https://cran.r-project.org/web/packages/KSD. Accessed 10 Apr. 2025.
Previous versions and publish date:
0.1.0 (2016-07-08 11:52), 1.0.0 (2016-07-31 08:53)
Other packages that cited KSD R package
View KSD citation profile
Other R packages that KSD depends, imports, suggests or enhances
Complete documentation for KSD
Functions, R codes and Examples using the KSD R package
Some associated functions: KSD . demo_gmm . demo_gmm_multi . demo_iris . demo_normal_performance . demo_simple_gamma . demo_simple_gaussian . gmm . likelihoodgmm . perturbgmm . plotgmm . posteriorgmm . rgmm . scorefunctiongmm . 
Some associated R codes: KSD.R . demo_iris.R . demo_simple_gmm.R . gmm.R . helper.R . median_distance.R .  Full KSD package functions and examples
Downloads during the last 30 days
03/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/09Downloads for KSD0123456789101112TrendBars

Today's Hot Picks in Authors and Packages

xtermStyle  
Terminal Text Formatting Using Escape Sequences
Can be used for coloring output in terminals. It was developed for the standard Ubuntu terminal but ...
Download / Learn more Package Citations See dependency  
RODBC  
ODBC Database Access
ecochange  
Integrating Ecosystem Remote Sensing Products to Derive EBV Indicators
Essential Biodiversity Variables (EBV) are state variables with dimensions on time, space, and biolo ...
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  
GRNNs  
General Regression Neural Networks Package
This General Regression Neural Networks Package uses various distance functions. It was motivated b ...
Download / Learn more Package Citations See dependency  
txtq  
A Small Message Queue for Parallel Processes
This queue is a data structure that lets parallel processes send and receive messages, and it can he ...
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