Package: MBNMAtime 0.2.4
MBNMAtime: Run Time-Course Model-Based Network Meta-Analysis (MBNMA) Models
Fits Bayesian time-course models for model-based network meta-analysis (MBNMA) that allows inclusion of multiple time-points from studies. Repeated measures over time are accounted for within studies by applying different time-course functions, following the method of Pedder et al. (2019) <doi:10.1002/jrsm.1351>. The method allows synthesis of studies with multiple follow-up measurements that can account for time-course for a single or multiple treatment comparisons. Several general time-course functions are provided; others may be added by the user. Various characteristics can be flexibly added to the models, such as correlation between time points and shared class effects. The consistency of direct and indirect evidence in the network can be assessed using unrelated mean effects models and/or by node-splitting.
Authors:
MBNMAtime_0.2.4.tar.gz
MBNMAtime_0.2.4.tar.gz(r-4.5-noble)MBNMAtime_0.2.4.tar.gz(r-4.4-noble)
MBNMAtime_0.2.4.tgz(r-4.4-emscripten)MBNMAtime_0.2.4.tgz(r-4.3-emscripten)
MBNMAtime.pdf |MBNMAtime.html✨
MBNMAtime/json (API)
NEWS
# Install 'MBNMAtime' in R: |
install.packages('MBNMAtime', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/hugaped/mbnmatime/issues
Pkgdown:https://hugaped.github.io
- alog_pcfb - Studies of alogliptin for lowering blood glucose concentration in patients with type II diabetes
- copd - Studies comparing Tiotropium, Aclidinium and Placebo for maintenance treatment of moderate to severe chronic obstructive pulmonary disease
- diabetes - Studies comparing treatments for type 2 diabetes
- goutSUA_CFB - Studies of treatments for reducing serum uric acid in patients with gout
- goutSUA_CFBcomb - Studies of combined treatments for reducing serum uric acid in patients with gout
- hyalarthritis - Studies comparing hyaluronan (HA)–based viscosupplements for osteoarthritis
- obesityBW_CFB - Studies of treatments for reducing body weight in patients with obesity
- osteopain - Studies of pain relief medications for osteoarthritis
Last updated 1 years agofrom:ef0acc933a. Checks:ERROR: 1 OK: 1. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | FAIL | Nov 07 2024 |
R-4.5-linux | OK | Nov 07 2024 |
Exports:%>%add_indexbinplotcumrankdefault.priorsdevplotfitplotgensplineget.closest.timeget.earliest.timeget.latest.timeget.priorget.relativegetjagsdatagetnmadatainconsistency.loopsmb.comparisonsmb.make.contrastmb.networkmb.nodesplitmb.nodesplit.comparisonsmb.runmb.updatemb.writenma.runpDcalcrankref.synthtemaxtfpolytimeplottitptloglintpolytsplinetuserwrite.ref.synth
Dependencies:abindbackportsbootcheckmateclicodadplyrevaluatefansigenericsgluegridExtragtablehighrknitrlatticelifecyclemagrittrpillarpkgconfigplyrR2jagsR2WinBUGSR6rbibutilsRcppRdpackreshape2rjagsrlangstringistringrtibbletidyselectutf8vctrswithrxfunyaml
Calculating model predictions
Rendered frompredictions-5.Rmd
usingknitr::rmarkdown
on Nov 07 2024.Last update: 2023-10-14
Started: 2023-10-14
Checking for consistency
Rendered fromconsistencychecking-3.Rmd
usingknitr::rmarkdown
on Nov 07 2024.Last update: 2023-10-14
Started: 2023-10-14
Exploring the data
Rendered fromdataexploration-1.Rmd
usingknitr::rmarkdown
on Nov 07 2024.Last update: 2023-10-14
Started: 2023-10-14
MBNMAtime: Package Overview
Rendered frommbnmatime-overview.Rmd
usingknitr::rmarkdown
on Nov 07 2024.Last update: 2023-10-14
Started: 2023-10-14
Outputs: Relative effects, forest plots and rankings
Rendered fromoutputs-4.Rmd
usingknitr::rmarkdown
on Nov 07 2024.Last update: 2023-10-14
Started: 2023-10-14
Perform a time-course Model-Based Network Meta-Analysis (MBNMA)
Rendered fromrunmbnmatime-2.Rmd
usingknitr::rmarkdown
on Nov 07 2024.Last update: 2023-10-14
Started: 2023-10-14