JSM (version 1.0.1)

Semiparametric Joint Modeling of Survival and Longitudinal Data

Description

Maximum likelihood estimation for the semiparametric joint modeling of survival and longitudinal data. Refer to the Journal of Statistical Software article: .

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Version

Install

install.packages('JSM')

Monthly Downloads

192

Version

1.0.1

License

BSD_3_clause + file LICENSE

Maintainer

Cong Xu

Last Published

September 3rd, 2020

Functions in JSM (1.0.1)

epilepsy

CBZ versus LTG in Epilepsy Patients

confint

Obtain Confidence Intervals for Joint Model Parameters

aids

ddI versus ddC in HIV-infected Patients

dataPreprocess

Preprocess Data to Be Fed into Joint Models

fitted

Extract Fitted Values for Joint Models

jmodelMult

Semiparametric Joint Models for Survival and Longitudinal Data with Nonparametric Multiplicative Random Effects

liver.long

Prednisone versus Placebo in Liver Cirrhosis Patients - Longitudinal Data

liver

Prednisone versus Placebo in Liver Cirrhosis Patients

liver.surv

Prednisone versus Placebo in Liver Cirrhosis Patients - Survival Data

jmodelTMObject

Fitted jmodelTM Object

residuals

Extract Residuals for Joint Models

jmodelMultObject

Fitted jmodelMult Object

pbc

Mayo Clinic Primary Biliary Cirrhosis Data

ranef

Extract Random Effects for Joint Models

jmodelTM

Semiparametric Joint Models for Survival and Longitudinal Data