Other packages > Find by keyword >

ppgmmga  

Projection Pursuit Based on Gaussian Mixtures and Evolutionary Algorithms
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ppgmmga", "1.3")



Attach the package and use:
library("ppgmmga")
Maintained by
Luca Scrucca
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-10-15
Latest Update: 2019-07-08
Description:
Projection Pursuit (PP) algorithm for dimension reduction based on Gaussian Mixture Models (GMMs) for density estimation using Genetic Algorithms (GAs) to maximise an approximated negentropy index. For more details see Scrucca and Serafini (2019) .
How to cite:
Luca Scrucca (2018). ppgmmga: Projection Pursuit Based on Gaussian Mixtures and Evolutionary Algorithms. R package version 1.3, https://cran.r-project.org/web/packages/ppgmmga
Previous versions and publish date:
1.0.1 (2018-10-15 20:20), 1.0 (2018-10-14 17:30), 1.1 (2019-06-03 15:00), 1.2 (2019-07-08 11:10)
Other packages that cited ppgmmga R package
View ppgmmga citation profile
Other R packages that ppgmmga depends, imports, suggests or enhances
Functions, R codes and Examples using the ppgmmga R package
Some associated functions: nclass.numpy . plot.ppgmmga . ppgmmga-class . ppgmmga-internal . ppgmmga-package . ppgmmga . ppgmmga.options . summary.ppgmmga . 
Some associated R codes: RcppExports.R . functions.R . options.R . plots.R . ppgmmga.R . zzz.R .  Full ppgmmga 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

simcdm  
Simulate Cognitive Diagnostic Model ('CDM') Data
Provides efficient R and 'C++' routines to simulate cognitive diagnostic model data for Deterministi ...
Download / Learn more Package Citations See dependency  
inferference  
Methods for Causal Inference with Interference
Provides methods for estimating causal effects in the presence of interference described in B. Saul ...
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  
ROI.plugin.highs  
'HiGHS' Plugin for the 'R' Optimization Infrastructure
Enhances the 'R' Optimization Infrastructure ('ROI') package with the quadratic solver 'HiGHS'. Mor ...
Download / Learn more Package Citations See dependency  
c212  
Methods for Detecting Safety Signals in Clinical Trials Using Body-Systems (System Organ Classes)
Methods for detecting safety signals in clinical trials using groupings of adverse events by body-sy ...
Download / Learn more Package Citations See dependency  
RBPcurve  
The Residual-Based Predictiveness Curve
The RBP curve is a visual tool to assess the performance of prediction models. ...
Download / Learn more Package Citations See dependency  

22,187

R Packages

188,753

Dependencies

55,244

Author Associations

22,188

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns