Package: bsynth 1.0

Ignacio Martinez

bsynth: Bayesian Synthetic Control

Implements the Bayesian Synthetic Control method for causal inference in comparative case studies. This package provides tools for estimating treatment effects in settings with a single treated unit and multiple control units, allowing for uncertainty quantification and flexible modeling of time-varying effects. The methodology is based on the paper by Vives and Martinez (2022) <doi:10.48550/arXiv.2206.01779>.

Authors:Ignacio Martinez [aut, cre], Jaume [aut]

bsynth_1.0.tar.gz
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bsynth_1.0.tgz(r-4.4-x86_64)bsynth_1.0.tgz(r-4.4-arm64)bsynth_1.0.tgz(r-4.3-x86_64)bsynth_1.0.tgz(r-4.3-arm64)
bsynth_1.0.tar.gz(r-4.5-noble)bsynth_1.0.tar.gz(r-4.4-noble)
bsynth.pdf |bsynth.html✨
bsynth/json (API)

Peer review:

Bug tracker:https://github.com/google/bsynth/issues

On CRAN:

4 exports 15 stars 2.01 score 85 dependencies 4 scripts 205 downloads

Last updated 3 months agofrom:7c1d01543f. Checks:OK: 1 NOTE: 8. Indexed: yes.

Exports:%>%bayesianFactorbayesianSynthtime_tiles

Dependencies:abindbackportsbase64encBHbslibcachemcallrcheckmateclicolorspacecpp11cubelyrdescdigestdistributionaldplyrevaluatefansifarverfastmapfontawesomefsgenericsggplot2ggridgesgluegridExtragtablehighrhtmltoolshtmlwidgetsinlineisobandjquerylibjsonliteknitrlabelinglatticelifecycleloomagrittrMASSMatrixmatrixStatsmemoisemgcvmimemunsellnlmenumDerivpillarpkgbuildpkgconfigposteriorprocessxpspurrrQuickJSRR6rappdirsRColorBrewerRcppRcppEigenRcppParallelrlangrmarkdownrstanrstantoolssassscalesStanHeadersstringistringrtensorAtibbletidyrtidyselecttinytexutf8vctrsviridisLitevizdrawswithrxfunyaml