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ALTopt  

Optimal Experimental Designs for Accelerated Life Testing
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ALTopt", "0.1.2")



Attach the package and use:
library("ALTopt")
Maintained by
Kangwon Seo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-01-17
Latest Update: 2019-12-12
Description:
Creates the optimal (D, U and I) designs for the accelerated life testing with right censoring or interval censoring. It uses generalized linear model (GLM) approach to derive the asymptotic variance-covariance matrix of regression coefficients. The failure time distribution is assumed to follow Weibull distribution with a known shape parameter and log-linear link functions are used to model the relationship between failure time parameters and stress variables. The acceleration model may have multiple stress factors, although most ALTs involve only two or less stress factors. ALTopt package also provides several plotting functions including contour plot, Fraction of Use Space (FUS) plot and Variance Dispersion graphs of Use Space (VDUS) plot. For more details, see Seo and Pan (2015) .
How to cite:
Kangwon Seo (2015). ALTopt: Optimal Experimental Designs for Accelerated Life Testing. R package version 0.1.2, https://cran.r-project.org/web/packages/ALTopt. Accessed 06 Nov. 2024.
Previous versions and publish date:
0.1.0 (2015-01-17 07:22), 0.1.1 (2015-08-28 01:33)
Other packages that cited ALTopt R package
View ALTopt citation profile
Other R packages that ALTopt depends, imports, suggests or enhances
Complete documentation for ALTopt
Functions, R codes and Examples using the ALTopt R package
Some associated functions: ALTopt-package . Dobj.ic . Dobj.rc . ExtendedForm . Iobj.ic . Iobj.rc . PreVar . Uobj.ic . Uobj.rc . alteval.ic . alteval.rc . altopt.ic . altopt.rc . compare.fus . compare.vdus . convert.stress.level . design.plot . kmeansCls . pv.contour.ic . pv.contour.rc . pv.fus.ic . pv.fus.rc . pv.vdus.ic . pv.vdus.rc . 
Some associated R codes: ALTopt.R .  Full ALTopt package functions and examples
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