R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
scorematchingad
View on CRAN: Click
here
Download and install scorematchingad package within the R console
Install from CRAN:
install.packages("scorematchingad")
Install from Github:
library("remotes")
install_github("cran/scorematchingad") Install by package version:
library("remotes")
install_version("scorematchingad", "0.1.6") Attach the package and use:
library("scorematchingad")
Maintained by
Kassel Liam Hingee
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-05-21
Latest Update: 2025-01-08
Description:
Hyvärinen's score matching (Hyvärinen, 2005) <https://jmlr.org/papers/v6/hyvarinen05a.html> is a useful estimation technique when the normalising constant for a probability distribution is difficult to compute. This package implements score matching estimators using automatic differentiation in the 'CppAD' library <https://github.com/coin-or/CppAD> and is designed for quickly implementing score matching estimators for new models. Also available is general robustification (Windham, 1995) <https://www.jstor.org/stable/2346159>. Already in the package are estimators for directional distributions (Mardia, Kent and Laha, 2016) <doi:10.48550/arXiv.1604.08470> and the flexible Polynomially-Tilted Pairwise Interaction model for compositional data. The latter estimators perform well when there are zeros in the compositions (Scealy and Wood, 2023) <doi:10.1080/01621459.2021.2016422>, even many zeros (Scealy, Hingee, Kent, and Wood, 2024) <doi:10.1007/s11222-024-10412-w>.
How to cite:
Kassel Liam Hingee (2024). scorematchingad: Score Matching Estimation by Automatic Differentiation. R package version 0.1.6, https://cran.r-project.org/web/packages/scorematchingad. Accessed 18 Sep. 2026.
Previous versions and publish date:
Other packages that cited scorematchingad R package
View scorematchingad citation profile
Other R packages that scorematchingad depends,
imports, suggests or enhances
Complete documentation for scorematchingad
Functions, R codes and Examples using
the scorematchingad R package
Full scorematchingad package
functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
eyelinker
Imports plain-text ASC data files from EyeLink eye trackers
into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Austin Hurst (view profile)
hmeasure
Classification performance metrics that are derived from the ROC
curve of a classifier. The package ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Christoforos Anagnostopoulos (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
data360r
Makes it easy to engage with the Application Program Interface (API)
of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Ramin Aliyev (view profile)
injectoR
R dependency injection framework. Dependency injection allows
a program design to follow the depend ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Lev Kuznetsov (view profile)
downlit
Syntax highlighting of R code, specifically designed for the
needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Hadley Wickham (view profile)
28,565
R Packages
239,283
Dependencies
75,677
Author Associations
28,566
Publication Badges
