Package: AHSurv 0.1.0

AHSurv: Flexible Parametric Accelerated Hazards Models

Flexible parametric Accelerated Hazards (AH) regression models in overall and relative survival frameworks with 13 distinct Baseline Distributions. The AH Model can also be applied to lifetime data with crossed survival curves. Any user-defined parametric distribution can be fitted, given at least an R function defining the cumulative hazard and hazard rate functions. See Chen and Wang (2000) <doi:10.1080/01621459.2000.10474236>, and Lee (2015) <doi:10.1007/s10985-015-9349-5> for more details.

Authors:Authors@R. c, person, person, person )

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AHSurv/json (API)

# Install 'AHSurv' in R:
install.packages('AHSurv', repos = c('https://abdisalammuse.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • LeukSurv - The Leukemia Survival Data
  • bmt - Bone Marrow Transplant (bmt) data set
  • e1684 - Melanoma data set
  • ipass - IRESSA Pan-Asia Study (IPASS) data set

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.48 score 1 packages 218 downloads 33 exports 55 dependencies

Last updated 2 years agofrom:e0a84e2395. Checks:OK: 3 NOTE: 4. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 12 2024
R-4.5-winNOTENov 12 2024
R-4.5-linuxNOTENov 12 2024
R-4.4-winNOTENov 12 2024
R-4.4-macNOTENov 12 2024
R-4.3-winOKNov 12 2024
R-4.3-macOKNov 12 2024

Exports:AEHMLEAHMLECHBXIICHEWCHGCHGGCHGLLCHKWCHLLCHLNCHMKWCHMLLCHNGLLCHPGWCHWdexpweibulldggammahBXIIhEWhGhGGhGLLhKWhLLhLNhMKWhMLLhNGLLhPGWhWpexpweibullpggammasggamma

Dependencies:assertthatbbmlebdsmatrixBHclicolorspacecpp11data.tabledeSolvedplyrfansifarverfastGHQuadflexsurvgenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmstatemuhazmunsellmvtnormnlmenumDerivpillarpkgconfigpurrrquadprogR6RColorBrewerRcppRcppArmadillorlangrootSolverstpm2scalesstatmodstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr

Readme and manuals

Help Manual

Help pageTopics
Relative Survival AH model.AEHMLE
Overall Survival AH model.AHMLE
Bone Marrow Transplant (bmt) data setbmt
Burr-XII (BXII) Cumulative Hazard Function.CHBXII
Exponentiated Weibull (EW) Cumulative Hazard Function.CHEW
Gamma (G) Cumulative Hazard Function.CHG
Generalised Gamma (GG) Cumulative Hazard Function.CHGG
Generalized Log-logistic (GLL) cumulative hazard function.CHGLL
Kumaraswamy Weibull (KW) Cumulative Hazard Function.CHKW
Log-logistic (LL) Cumulative Hazard Function.CHLL
Lognormal (LN) Cumulative Hazard Function.CHLN
Modified Kumaraswamy Weibull (MKW) Cumulative Hazard Function.CHMKW
Modified Log-logistic (MLL) cumulative hazard function.CHMLL
New Generalized Log-logistic (GLL) cumulative hazard function.CHNGLL
Power Generalised Weibull (PGW) cumulative hazard function.CHPGW
Weibull (W) Cumulative Hazard Function.CHW
Exponentiated Weibull (EW) Probability Density Function.dexpweibull
Generalised Gamma (GG) Probability Density Function.dggamma
Melanoma data sete1684
Burr-XII (BXII) Hazard Function.hBXII
Exponentiated Weibull (EW) Hazard Function.hEW
Gamma (G) Hazard Function.hG
Generalised Gamma (GG) Hazard Function.hGG
Generalized Log-logistic (GLL) hazard function.hGLL
Kumaraswamy Weibull (KW) Hazard Function.hKW
Log-logistic (LL) Hazard Function.hLL
Lognormal (LN) Hazard Function.hLN
Modified Kumaraswamy Weibull (MKW) Hazard Function.hMKW
Modified Log-logistic (MLL) hazard function.hMLL
New Generalized Log-logistic (GLL) hazard function.hNGLL
Power Generalised Weibull (PGW) hazard function.hPGW
Weibull (W) Hazard Function.hW
IRESSA Pan-Asia Study (IPASS) data setipass
The Leukemia Survival DataLeukSurv
Exponentiated Weibull (EW) Cumulative Distribution Function.pexpweibull
Generalised Gamma (GG) Cumulative Distribution Function.pggamma
Generalised Gamma (GG) Survival Function.sggamma