Other packages > Find by keyword >

PDFEstimator  

Multivariate Nonparametric Probability Density Estimator
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("PDFEstimator", "4.5")



Attach the package and use:
library("PDFEstimator")
Maintained by
Jenny Farmer
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-10-14
Latest Update: 2023-08-24
Description:
Farmer, J., D. Jacobs (2108) . A multivariate nonparametric density estimator based on the maximum-entropy method. Accurately predicts a probability density function (PDF) for random data using a novel iterative scoring function to determine the best fit without overfitting to the sample.
How to cite:
Jenny Farmer (2018). PDFEstimator: Multivariate Nonparametric Probability Density Estimator. R package version 4.5, https://cran.r-project.org/web/packages/PDFEstimator. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1-0 (2018-10-14 19:20), 0.1-1 (2018-11-18 01:50), 0.1-2 (2019-04-08 14:02), 0.1-3 (2019-04-18 13:50), 2.0 (2021-01-28 06:40), 2.1 (2021-03-06 22:10), 2.2 (2021-03-21 08:00), 3.0 (2021-08-21 06:30), 3.1 (2021-11-23 19:40), 3.2.1 (2022-03-30 13:10), 3.2 (2022-03-26 20:20), 4.0 (2022-07-12 01:50), 4.1 (2022-08-11 15:50), 4.3 (2022-10-02 17:20)
Other packages that cited PDFEstimator R package
View PDFEstimator citation profile
Other R packages that PDFEstimator depends, imports, suggests or enhances
Complete documentation for PDFEstimator
Functions, R codes and Examples using the PDFEstimator R package
Some associated functions: PDFEstimator-package . approximatePoints . convertToPDFe . estimatePDF . estimatePDFmv . getTarget . lines . plot . plot2d . plot3d . plotBeta . 
Some associated R codes: approximatePoints.R . convertToPDFe.R . estimatePDF.R . estimatePDFmv.R . getTarget.R . lines.R . plot.R . plot2d.R . plot3d.R . plotBeta.R . print.R . summary.R .  Full PDFEstimator 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

dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
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  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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