Other packages > Find by keyword >

DPP  

Inference of Parameters of Normal Distributions from a Mixture of Normals
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("DPP", "0.1.2")



Attach the package and use:
library("DPP")
Maintained by
Luis M. Avila
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-09-27
Latest Update: 2018-05-24
Description:
This MCMC method takes a data numeric vector (Y) and assigns the elements of Y to a (potentially infinite) number of normal distributions. The individual normal distributions from a mixture of normals can be inferred. Following the method described in Escobar (1994) we use a Dirichlet Process Prior (DPP) to describe stochastically our prior assumptions about the dimensionality of the data.
How to cite:
Luis M. Avila (2017). DPP: Inference of Parameters of Normal Distributions from a Mixture of Normals. R package version 0.1.2, https://cran.r-project.org/web/packages/DPP. Accessed 30 Aug. 2026.
Previous versions and publish date:
0.1.0 (2017-09-27 20:19), 0.1.1 (2017-10-31 21:44), (2026-07-09 08:01)
Other packages that cited DPP R package
View DPP citation profile
Other R packages that DPP depends, imports, suggests or enhances
Complete documentation for DPP
Functions, R codes and Examples using the DPP R package
Some associated functions: DPP-package . GammaModel-class . NormalModel-class . dppMCMC_C . expectedNumberOfClusters . simulateChineseRestaurant . 
Some associated R codes: DPP_C.R . classes.R . miscFunctions.R .  Full DPP package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ragtop  
Pricing Equity Derivatives with Extensions of Black-Scholes
Algorithms to price American and European equity options, convertible bonds and a variety of other ...
Download / Learn more Package Citations See dependency  
NBR  
Network-Based R-Statistics using Mixed Effects Models
An implementation of network-based statistics in R using mixed effects models. Theoretical backgrou ...
Download / Learn more Package Citations See dependency  
DTwrappers  
Simplified Data Analysis with Wrapper Functions for the 'Data.Table' Package
Provides functionality for users who are learning R or the techniques of data analysis. Written as ...
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  
cdfquantreg  
Quantile Regression for Random Variables on the Unit Interval
Employs a two-parameter family of distributions for modelling random variables on the (0, 1) interv ...
Download / Learn more Package Citations See dependency  

28,400

R Packages

239,283

Dependencies

75,283

Author Associations

28,401

Publication Badges

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