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JSM

Semiparametric Joint Modeling of Survival and Longitudinal Data

Maximum likelihood estimation for the semiparametric joint modeling of survival and longitudinal data. Refer to the Journal of Statistical Software article: <doi:10.18637/jss.v093.i02>.

Functions (15)

aids

ddI versus ddC in HIV-infected Patients

confint

Obtain Confidence Intervals for Joint Model Parameters

dataPreprocess

Preprocess Data to Be Fed into Joint Models

epilepsy

CBZ versus LTG in Epilepsy Patients

fitted

Extract Fitted Values for Joint Models

jmodelMult

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

jmodelMultOjbect

Fitted jmodelMult Object

jmodelTM

Semiparametric Joint Models for Survival and Longitudinal Data

jmodelTMObject

Fitted jmodelTM Object

liver

Prednisone versus Placebo in Liver Cirrhosis Patients

liver.long

Prednisone versus Placebo in Liver Cirrhosis Patients - Longitudinal Data

liver.surv

Prednisone versus Placebo in Liver Cirrhosis Patients - Survival Data

pbc

Mayo Clinic Primary Biliary Cirrhosis Data

ranef

Extract Random Effects for Joint Models

residuals

Extract Residuals for Joint Models

JSM

Semiparametric Joint Modeling of Survival and Longitudinal Data

v1.0.1

BSD_3_clause + file LICENSE

Authors

Cong Xu, Pantelis Z. Hadjipantelis and Jane-Ling Wang

Initial release

2020-07-22

JSM

Functions (15)

JSM

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