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AHSurv (version 0.1.0)

Flexible Parametric Accelerated Hazards Models

Description

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) , and Lee (2015) for more details.

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Version

Install

install.packages('AHSurv')

Monthly Downloads

222

Version

0.1.0

License

GPL-3

Maintainer

Abdisalam Muse

Last Published

June 2nd, 2022

Functions in AHSurv (0.1.0)

bmt

Bone Marrow Transplant (bmt) data set
hW

Weibull (W) Hazard Function.
CHW

Weibull (W) Cumulative Hazard Function.
hBXII

Burr-XII (BXII) Hazard Function.
hEW

Exponentiated Weibull (EW) Hazard Function.
CHEW

Exponentiated Weibull (EW) Cumulative Hazard Function.
ipass

IRESSA Pan-Asia Study (IPASS) data set
dexpweibull

Exponentiated Weibull (EW) Probability Density Function.
LeukSurv

The Leukemia Survival Data
CHMLL

Modified Log-logistic (MLL) cumulative hazard function.
CHMKW

Modified Kumaraswamy Weibull (MKW) Cumulative Hazard Function.
CHNGLL

New Generalized Log-logistic (GLL) cumulative hazard function.
hGLL

Generalized Log-logistic (GLL) hazard function.
hLN

Lognormal (LN) Hazard Function.
hLL

Log-logistic (LL) Hazard Function.
dggamma

Generalised Gamma (GG) Probability Density Function.
e1684

Melanoma data set
hKW

Kumaraswamy Weibull (KW) Hazard Function.
CHPGW

Power Generalised Weibull (PGW) cumulative hazard function.
hMLL

Modified Log-logistic (MLL) hazard function.
hMKW

Modified Kumaraswamy Weibull (MKW) Hazard Function.
hGG

Generalised Gamma (GG) Hazard Function.
hG

Gamma (G) Hazard Function.
pexpweibull

Exponentiated Weibull (EW) Cumulative Distribution Function.
sggamma

Generalised Gamma (GG) Survival Function.
pggamma

Generalised Gamma (GG) Cumulative Distribution Function.
hPGW

Power Generalised Weibull (PGW) hazard function.
hNGLL

New Generalized Log-logistic (GLL) hazard function.
CHBXII

Burr-XII (BXII) Cumulative Hazard Function.
CHG

Gamma (G) Cumulative Hazard Function.
CHGG

Generalised Gamma (GG) Cumulative Hazard Function.
AHMLE

Overall Survival AH model.
AEHMLE

Relative Survival AH model.
CHGLL

Generalized Log-logistic (GLL) cumulative hazard function.
CHKW

Kumaraswamy Weibull (KW) Cumulative Hazard Function.
CHLL

Log-logistic (LL) Cumulative Hazard Function.
CHLN

Lognormal (LN) Cumulative Hazard Function.