Package: optic 1.0.2

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]

optic_1.0.2.tar.gz
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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'))

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

Pkgdown site:https://randcorporation.github.io

Datasets:

On CRAN:

Conda-Forge:

causal-inferencediff-in-difflongitudinal-datasimulation

5.26 score 9 stars 6 scripts 200 downloads 6 exports 121 dependencies

Last updated 2 months agofrom:140cdf5401. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 15 2025
R-4.5-winOKFeb 15 2025
R-4.5-macOKFeb 15 2025
R-4.5-linuxOKFeb 15 2025
R-4.4-winOKFeb 15 2025
R-4.4-macOKFeb 15 2025
R-4.3-winOKFeb 15 2025
R-4.3-macOKFeb 15 2025

Exports:calculate_exposuredispatch_simulationsexposure_listmodel_termsoptic_modeloptic_simulation

Dependencies:abindbackportsBHbigmemorybigmemory.sriBMiscbootbroomcarcarDatacaretclasscliclockcodetoolscolorspacecorrplotcowplotcpp11data.tableDerivdiagramdiddigestdoBydplyrDRDIDe1071fansifarverfastglmforeachFormulafuturefuture.applygenericsggplot2ggpubrggrepelggsciggsignifglobalsgluegowergridExtragtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlme4lmtestlubridatemagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqaModelMetricsmodelrmunsellnlmenloptrnnetnumDerivparallellypbapplypbkrtestpillarpkgconfigplyrpolynompROCprodlimprogressrproxypurrrquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackrecipesreformulasreshape2rlangrpartrstatixsandwichscalesshapeSparseMsparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetrusttzdbutf8uuidvctrsviridisLitewithrzoo

Introduction to OPTIC

Rendered fromintro_optic.Rmdusingknitr::rmarkdownon Feb 15 2025.

Last update: 2025-01-16
Started: 2023-01-19