Other packages > Find by keyword >

PPCDT  

An Optimal Subset Selection for Distributed Hypothesis Testing
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("PPCDT", "0.2.0")



Attach the package and use:
library("PPCDT")
Maintained by
Guangbao Guo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-05-25
Latest Update: 2024-07-08
Description:
In the era of big data, data redundancy and distributed characteristics pose new challenges to data analysis. This article proposes a method of optimal subset estimation for redundant distributed data based on PPC. Through PPC technology, this method can effectively extract useful information from redundant distributed data and estimate the optimal subset. Experimental results show that this method can improve data quality and utilization efficiency and evaluate its performance.The philosophy of the package is described in Guo G. (2020) <doi:10.1007/s00180-020-00974-4>.
How to cite:
Guangbao Guo (2024). PPCDT: An Optimal Subset Selection for Distributed Hypothesis Testing. R package version 0.2.0, https://cran.r-project.org/web/packages/PPCDT. Accessed 29 Oct. 2026.
Previous versions and publish date:
(2026-07-09 08:16), 0.1.0 (2024-05-25 19:20)
Other packages that cited PPCDT R package
View PPCDT citation profile
Other R packages that PPCDT depends, imports, suggests or enhances
Complete documentation for PPCDT
Functions, R codes and Examples using the PPCDT R package
Full PPCDT package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
fastRG  
Sample Generalized Random Dot Product Graphs in Linear Time
Samples generalized random product graphs, a generalization of a broad class of network models. Giv ...
Download / Learn more Package Citations See dependency  
binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  
GEVcdn  
GEV Conditional Density Estimation Network
Implements a flexible nonlinear modelling framework for nonstationary generalized extreme value anal ...
Download / Learn more Package Citations See dependency  
personalized2part  
Two-Part Estimation of Treatment Rules for Semi-Continuous Data
Implements the methodology of Huling, Smith, and Chen (2020) , w ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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