Package: optic 1.0.1

Pedro Nascimento de Lima

optic: Simulation Tool for Causal Inference Using Longitudinal Data

Implements a simulation study to assess the strengths and weaknesses of causal inference methods for estimating policy effects using panel data. See Griffin et al. (2021) <doi:10.1007/s10742-022-00284-w> and Griffin et al. (2022) <doi:10.1186/s12874-021-01471-y> for a description of our methods.

Authors:Beth Ann Griffin [aut, cph], Pedro Nascimento de Lima [cre, aut], Max Griswold [aut], Adam Scherling [aut], Joseph Pane [aut], Geoffrey Grimm [aut]

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optic.pdf |optic.html
optic/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/randcorporation/optic/issues

Datasets:

On CRAN:

causal-inferencediff-in-difflongitudinal-datasimulation

5.20 score 8 stars 5 scripts 111 downloads 6 exports 90 dependencies

Last updated 1 years agofrom:43acc6a4d3. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 29 2024
R-4.5-winOKOct 29 2024
R-4.5-linuxOKOct 29 2024
R-4.4-winOKOct 29 2024
R-4.4-macOKOct 29 2024
R-4.3-winOKOct 29 2024
R-4.3-macOKOct 29 2024

Exports:calculate_exposuredispatch_simulationsexposure_listmodel_termsoptic_modeloptic_simulation

Dependencies:abindbackportsBHbigmemorybigmemory.sriBMiscbootbroomcarcarDataclicodetoolscolorspacecorrplotcowplotcpp11data.tableDerivdiddigestdoBydplyrDRDIDfansifarverfastglmFormulafuturefuture.applygenericsggplot2ggpubrggrepelggsciggsignifglobalsgluegridExtragtableisobandlabelinglatticelifecyclelistenvlme4lmtestmagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmunsellnlmenloptrnnetnumDerivparallellypbapplypbkrtestpillarpkgconfigpolynompurrrquantregR6RColorBrewerRcppRcppArmadilloRcppEigenrlangrstatixsandwichscalesSparseMstringistringrsurvivaltibbletidyrtidyselecttrustutf8uuidvctrsviridisLitewithrzoo

Introduction to OPTIC

Rendered fromintro_optic.Rmdusingknitr::rmarkdownon Oct 29 2024.

Last update: 2023-07-06
Started: 2023-01-19