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]
All associated links for this package
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 05 Aug. 2026.
Previous versions and publish date:
0.1.0 (2016-07-08 11:52), 1.0.0 (2016-07-31 08:53), 1.0.1 (2021-01-11 09:50), (2026-07-09 08:07)
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

Today's Hot Picks in Authors and Packages

kernelPSI  
Post-Selection Inference for Nonlinear Variable Selection
Different post-selection inference strategies for kernelselection as described in kernelPSI a Post-S ...
Download / Learn more Package Citations See dependency  
dcov  
A Fast Implementation of Distance Covariance
Efficient methods for computing distance covariance and relevant statistics. See Sz ...
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  
dhReg  
Dynamic Harmonic Regression
Building and forecasting time series data with multiple seasonality using Dynamic Harmonic Regressio ...
Download / Learn more Package Citations See dependency  
noisyr  
Noise Quantification in High Throughput Sequencing Output
Quantifies and removes technical noise from high-throughput sequencing data. Two approaches are use ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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