Package: JMbayes2 0.5-0
JMbayes2: Extended Joint Models for Longitudinal and Time-to-Event Data
Fit joint models for longitudinal and time-to-event data under the Bayesian approach. Multiple longitudinal outcomes of mixed type (continuous/categorical) and multiple event times (competing risks and multi-state processes) are accommodated. Rizopoulos (2012, ISBN:9781439872864).
Authors:
JMbayes2_0.5-0.tar.gz
JMbayes2_0.5-0.tar.gz(r-4.5-noble)JMbayes2_0.5-0.tar.gz(r-4.4-noble)
JMbayes2_0.5-0.tgz(r-4.4-emscripten)JMbayes2_0.5-0.tgz(r-4.3-emscripten)
JMbayes2.pdf |JMbayes2.html✨
JMbayes2/json (API)
NEWS
# Install 'JMbayes2' in R: |
install.packages('JMbayes2', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/drizopoulos/jmbayes2/issues
Pkgdown:https://drizopoulos.github.io
- aids - Didanosine versus Zalcitabine in HIV Patients
- aids.id - Didanosine versus Zalcitabine in HIV Patients
- pbc2 - Mayo Clinic Primary Biliary Cirrhosis Data
- pbc2.id - Mayo Clinic Primary Biliary Cirrhosis Data
- prothro - Prednisone versus Placebo in Liver Cirrhosis Patients
- prothros - Prednisone versus Placebo in Liver Cirrhosis Patients
Last updated 6 months agofrom:4ea7818c46. Checks:OK: 2. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 27 2024 |
R-4.5-linux-x86_64 | OK | Nov 27 2024 |
Exports:accelerationareacalibration_metricscalibration_plotcoefcoefscompare_jmcreate_foldscrisk_setupcumuplotdensplotDexpDexpitfamilyfixefgelman_diagggdensityplotggtraceplotjmmodel.framemodel.matrixpoly2poly3poly4ranefrc_setupslopetermstraceplottvtvAUCtvBriertvEPCEtvROCvabsvaluevelocityvexpvexpitvlogvlog10vlog2vsqrt
Dependencies:clicodacolorspacefansifarverggplot2GLMMadaptivegluegridExtragtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmatrixStatsmgcvmunsellnlmeparallellypillarpkgconfigR6RColorBrewerRcppRcppArmadillorlangscalessurvivaltibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Time-Dependent Predictive Accuracy Measures for Joint Models | calibration_metrics calibration_plot create_folds tvAUC tvAUC.jm tvAUC.tvROC tvBrier tvEPCE tvROC tvROC.jm |
Didanosine versus Zalcitabine in HIV Patients | aids aids.id |
Transform Competing Risks Data in Long Format | crisk_setup |
Joint Models for Longitudinal and Time-to-Event Data | acceleration area coefs Dexp Dexpit jm poly2 poly3 poly4 slope tv vabs value velocity vexp vexpit vlog vlog10 vlog2 vsqrt |
Various Methods for Functions from the _coda_ Package | coda_methods.jm cumuplot cumuplot.jm densplot densplot.jm gelman_diag gelman_diag.jm ggdensityplot ggdensityplot.jm ggtraceplot ggtraceplot.jm traceplot traceplot.jm |
Various Methods for Standard Generics | coef coef.jm compare_jm family family.jm fixef fixef.jm get_links get_links.jm methods.jm model.frame model.frame.jm model.matrix model.matrix.jm ranef ranef.jm terms terms.jm |
Extended Joint Models for Longitudinal and Time-to-Event Data | JMbayes2-package JMbayes2 |
Mayo Clinic Primary Biliary Cirrhosis Data | pbc2 pbc2.id |
Predictions from Joint Models | plot.predict_jm predict.jm predict.jmList |
Prednisone versus Placebo in Liver Cirrhosis Patients | prothro prothros |
Combine Recurring and Terminal Event Data in Long Format | rc_setup |