Package: beastt 0.0.2

Christina Fillmore

beastt: Bayesian Evaluation, Analysis, and Simulation Software Tools for Trials

Bayesian dynamic borrowing with covariate adjustment via inverse probability weighting for simulations and data analyses in clinical trials. This makes it easy to use propensity score methods to balance covariate distributions between external and internal data.

Authors:Christina Fillmore [aut, cre], Ben Arancibia [aut], Nate Bean [aut], GlaxoSmithKline Research & Development Limited [cph, fnd]

beastt_0.0.2.tar.gz
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beastt.pdf |beastt.html✨
beastt/json (API)
NEWS

# Install 'beastt' in R:
install.packages('beastt', repos = c('https://gsk-biostatistics.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/gsk-biostatistics/beastt/issues

Datasets:
  • ex_binary_df - External Binary Control Data for Propensity Score Balancing
  • ex_norm_df - External Normal Control Data for Propensity Score Balancing
  • int_binary_df - Internal Binary Data for Propensity Score Balancing
  • int_norm_df - Internal Normal Data for Propensity Score Balancing

On CRAN:

6.18 score 2 stars 4 scripts 538 downloads 14 exports 91 dependencies

Last updated 2 days agofrom:9d1f3a11fe. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 20 2024
R-4.5-winOKNov 20 2024
R-4.5-linuxOKNov 20 2024
R-4.4-winOKNov 20 2024
R-4.4-macOKNov 20 2024
R-4.3-winOKNov 20 2024
R-4.3-macOKNov 20 2024

Exports:bdb_code_template_makercalc_post_betacalc_post_normcalc_power_prior_betacalc_power_prior_normcalc_prop_scrglanceis_prop_scrplot_distprop_scr_densprop_scr_histprop_scr_loverobustify_normtidy

Dependencies:askpassbackportsbase64encbslibcachemchkclicobaltcolorspacecommonmarkcpp11crayoncrosstalkcurldata.tabledigestdistributionaldplyrevaluatefansifarverfastmapfontawesomefsgenericsggdistggplot2gluegridExtragtablehighrhtmltoolshtmlwidgetshttpuvhttrisobandjquerylibjsonlitekernlabknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixmemoisemgcvmimeminiUImixtoolsmunsellnlmenumDerivopensslpillarpkgconfigplotlypromisespurrrquadprogR6rappdirsRColorBrewerRcpprlangrmarkdownrstudioapisassscalessegmentedshinyshinyjssourcetoolsstringistringrsurvivalsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunxtableyaml

Binary Endpoint Case - Borrowing from an External Control Arm

Rendered frombinary.Rmdusingknitr::rmarkdownon Nov 20 2024.

Last update: 2024-10-28
Started: 2024-06-14

Normal Endpoint Case with Assumed Known SD - Borrowing from an External Control Arm

Rendered fromcontinuous.Rmdusingknitr::rmarkdownon Nov 20 2024.

Last update: 2024-10-28
Started: 2024-02-08