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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

295

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