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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 08 Mar. 2026.
Previous versions and publish date:
1.1 (2016-06-11 09:37)
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View HDDesign citation profile
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Complete documentation for HDDesign
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