Other packages > Find by keyword >

HDDesign  

Sample Size Calculation for High Dimensional Classification Study
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("HDDesign", "1.1")



Attach the package and use:
library("HDDesign")
Maintained by
Brisa N. Sanchez
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-06-11
Latest Update:
Description:
Determine the sample size requirement to achieve the target probability of correct classification (PCC) for studies employing high-dimensional features. The package implements functions to 1) determine the asymptotic feasibility of the classification problem; 2) compute the upper bounds of the PCC for any linear classifier; 3) estimate the PCC of three design methods given design assumptions; 4) determine the sample size requirement to achieve the target PCC for three design methods.
How to cite:
Brisa N. Sanchez (2016). HDDesign: Sample Size Calculation for High Dimensional Classification Study. R package version 1.1, https://cran.r-project.org/web/packages/HDDesign. Accessed 07 Jun. 2026.
Previous versions and publish date:
1.1 (2016-06-11 09:37)
Other packages that cited HDDesign R package
View HDDesign citation profile
Other R packages that HDDesign depends, imports, suggests or enhances
Complete documentation for HDDesign
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gRain  
Bayesian Networks
Probability propagation in graphical independence networks, also known as Bayesian networks or prob ...
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  
embryogrowth  
Tools to Analyze the Thermal Reaction Norm of Embryo Growth
Tools to analyze the embryo growth and the sexualisation thermal reaction norms. See ...
Download / Learn more Package Citations See dependency  
cesR  
Access the Canadian Election Study Datasets
Makes accessing and loading the Canadian Election Study (, ...
Download / Learn more Package Citations See dependency  
xmlr  
Read, Write and Work with 'XML' Data
'XML' package for creating and reading and manipulating 'XML', with an object model based on 'Refere ...
Download / Learn more Package Citations See dependency  
keep  
Arrays with Better Control over Dimension Dropping
Provides arrays with flexible control over dimension dropping when subscripting. ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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