Package: jmBIG
Type: Package
Title: Joint Longitudinal and Survival Model for Big Data
Version: 0.1.3
Authors@R: c(person(("Atanu"), "Bhattacharjee",
                    email="atanustat@gmail.com",
	            role=c("aut", "cre","ctb")),
               person(("Bhrigu Kumar"), "Rajbongshi", role=c("aut","ctb")),
               person(("Gajendra K"), "Vishwakarma", role=c("aut","ctb")))
Maintainer: Atanu Bhattacharjee <atanustat@gmail.com>
Description: Provides analysis tools for big data where the sample size
        is very large. It offers a suite of functions for fitting and
        predicting joint models, which allow for the simultaneous
        analysis of longitudinal and time-to-event data. This
        statistical methodology is particularly useful in medical
        research where there is often interest in understanding the
        relationship between a longitudinal biomarker and a clinical
        outcome, such as survival or disease progression. This can be
        particularly useful in a clinical setting where it is important
        to be able to predict how a patient's health status may change
        over time. Overall, this package provides a comprehensive set
        of tools for joint modeling of BIG data obtained as survival
        and longitudinal outcomes with both Bayesian and non-Bayesian
        approaches. Its versatility and flexibility make it a valuable
        resource for researchers in many different fields, particularly
        in the medical and health sciences.
Imports: JMbayes2,joineRML,rstanarm,FastJM,dplyr,nlme,survival,ggplot2
License: GPL-3
Encoding: UTF-8
LazyData: true
Depends: R (>= 2.10)
RoxygenNote: 7.3.1
NeedsCompilation: no
Author: Atanu Bhattacharjee [aut, cre, ctb], Bhrigu Kumar Rajbongshi
        [aut, ctb], Gajendra K Vishwakarma [aut, ctb]
Packaged: 2026-06-12 08:12:10 UTC; root
Config/pak/sysreqs: cmake libglpk-dev make libicu-dev libuv1-dev
        libxml2-dev zlib1g-dev
Repository: https://atanubhattacharjee.r-universe.dev
Date/Publication: 2025-01-19 21:28:41 UTC
RemoteUrl: https://github.com/cran/jmBIG
RemoteRef: HEAD
RemoteSha: 2976b8406908e05a678acb075e2eae38aa13b7ae