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
mixComp
Estimation of Order of Mixture Distributions
View on CRAN: Click
here
Download and install mixComp package within the R console
Install from CRAN:
install.packages("mixComp")
Install from Github:
library("remotes")
install_github("cran/mixComp") Install by package version:
library("remotes")
install_version("mixComp", "0.1-2") Attach the package and use:
library("mixComp")
Maintained by
Yulia Kulagina
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-18
Latest Update: 2023-01-23
Description:
Methods for estimating the order of a mixture model. The approaches considered arebased on the following papers extensive list of references is available in the vignette1. Dacunha-Castelle Didier and Elisabeth Gassiat. The estimation of the order of a mixture model. Bernoulli 3 no. 3 1997 279-299. httpsprojecteuclid.orgdownloadpdf1euclid.bj1177334456.2. Woo Mi-Ja and T. N. Sriram. Robust estimation of mixture complexity. Journal of the American Statistical Association 101 no. 476 2006 1475-1486. doi10.1198016214506000000555.3. Woo Mi-Ja and T. N. Sriram. Robust estimation of mixture complexity for count data. Computational statistics data analysis 51 no. 9 2007 4379-4392. doi10.1016j.csda.2006.06.006.4. Umashanger T. and T. N. Sriram. L2E estimation of mixture complexity for count data. Computational statistics data analysis 53 no. 12 2009 4243-4254. doi10.1016j.csda.2009.05.013.5. Karlis Dimitris and Evdokia Xekalaki. On testing for the number of components in a mixed Poisson model. Annals of the Institute of Statistical Mathematics 51 no. 1 1999 149-162. doi10.1023A1003839420071.6. Cutler Adele and Olga I. Cordero-Brana. Minimum Hellinger Distance Estimation for Finite Mixture Models. Journal of the American Statistical Association 91 no. 436 1996 1716-1723. doi10.23072291601.A number of datasets are included.1. accidents from Karlis Dimitris and Evdokia Xekalaki. On testing for the number of components in a mixed Poisson model. Annals of the Institute of Statistical Mathematics 51 no. 1 1999 149-162. doi10.1023A1003839420071.2. acidity from Sybil L. Crawford Morris H. DeGroot Joseph B. Kadane Mitchell J. Small 1992 Modeling Lake-Chemistry Distributions Approximate Bayesian Methods for Estimating a Finite-Mixture Model Technometrics 344 441-453. doi10.108000401706.1992.10484955.3. children from Thisted R. A. 1988. Elements of statistical computing Numerical computation Vol. 1. CRC Press.4. faithful from R package datasets Azzalini A. and Bowman A. W. 1990. A look at some data on the Old Faithful geyser. Applied Statistics 39 357--365. httpswww.jstor.orgstable2347385.5. shakespeare from Efron Bradley and Ronald Thisted. Estimating the number of unseen species How many words did Shakespeare know. Biometrika 63.3 1976 435-447. doi10.1093biomet63.3.435.
How to cite:
Yulia Kulagina (2020). mixComp: Estimation of Order of Mixture Distributions. R package version 0.1-2, https://cran.r-project.org/web/packages/mixComp. Accessed 07 Nov. 2024.
Other packages that cited mixComp R package
View mixComp citation profile
Other R packages that mixComp depends,
imports, suggests or enhances
Functions, R codes and Examples using
the mixComp R package
Full mixComp package
functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by
helping add
Reviews / comments / questions /suggestions ↴↴↴
Today's Hot Picks in Authors and Packages
con2aqi
Calculate the AQI from Pollutant Concentration
To calculate the AQI (Air Quality Index) from pollutant concentration data.
O3, PM2.5, PM10, CO, SO ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Zhicheng Du (view profile)
bacondecomp
Goodman-Bacon Decomposition
Decomposition for differences-in-differences with variation in
treatment timing from Goodman-Bacon ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Evan Flack (view profile)
robregcc
Robust Regression with Compositional Covariates
We implement the algorithm estimating the parameters of the robust regression model with composition ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Aditya Mishra (view profile)
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
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
23,092
R Packages
198,677
Dependencies
62,675
Author Associations
23,089
Publication Badges
