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 04 Jul. 2026.
Previous versions and publish date:
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

CDVineCopulaConditional  
Sampling from Conditional C- and D-Vine Copulas
Provides tools for sampling from a conditional copula density decomposed via Pair-Copula Constructi ...
Download / Learn more Package Citations See dependency  
ggokabeito  
'Okabe-Ito' Scales for 'ggplot2' and 'ggraph'
Discrete scales for the colorblind-friendly 'Okabe-Ito' palette, including 'color', 'fill', and 'ed ...
Download / Learn more Package Citations See dependency  
verbalisr  
Describe Pedigree Relationships in Words
Describe in words the genealogical relationship between two members of a given pedigree, using the a ...
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  
nestfs  
Cross-Validated (Nested) Forward Selection
Implementation of forward selection based on cross-validated linear and logistic regression. ...
Download / Learn more Package Citations See dependency  

27,737

R Packages

236,180

Dependencies

73,674

Author Associations

27,536

Publication Badges

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