Package: ivDiag 1.0.6
Yiqing Xu
ivDiag: Estimation and Diagnostic Tools for Instrumental Variables Designs
Estimation and diagnostic tools for instrumental variables designs, which implements the guidelines proposed in Lal et al. (2023) <arxiv:2303.11399>, including bootstrapped confidence intervals, effective F-statistic, Anderson-Rubin test, valid-t ratio test, and local-to-zero tests.
Authors:
ivDiag_1.0.6.tar.gz
ivDiag_1.0.6.tar.gz(r-4.5-noble)ivDiag_1.0.6.tar.gz(r-4.4-noble)
ivDiag_1.0.6.tgz(r-4.4-emscripten)ivDiag_1.0.6.tgz(r-4.3-emscripten)
ivDiag.pdf |ivDiag.html✨
ivDiag/json (API)
| # Install 'ivDiag' in R: |
| install.packages('ivDiag', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Pkgdown:https://yiqingxu.org
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 1 years agofrom:d2b4c74182. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 12 2024 |
| R-4.5-linux | OK | Dec 12 2024 |
Exports:AR_testeff_FivDiagltzplot_coefplot_ltztF
Dependencies:bitbit64briocallrclicliprcodetoolscolorspacecpp11crayondescdiffobjdigestdoParalleldplyrdreamerrevaluatefansifarverfixestforcatsforeachFormulafsfuturegenericsggfortifyggplot2globalsgluegridExtragtablehavenhmsisobanditeratorsjsonlitelabelinglatticelfelifecyclelistenvmagrittrMASSMatrixmgcvminqamnormtmunsellnlmenumDerivparallellypatchworkpillarpkgbuildpkgconfigpkgloadpraiseprettyunitsprocessxprogresspspurrrR6RColorBrewerRcppRcppArmadilloreadrrlangrprojrootsandwichscalesstringistringmagicstringrtestthattibbletidyrtidyselecttzdbutf8vctrsviridisLitevroomwaldowCorrwithrxtablezoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| IV Estimation and Diagnostics | ivDiag-package |
| Anderson Rubin Test | AR_test |
| Effective F | eff_F |
| Data from GSZ (2016) | gsz |
| Data from GSZ (2016): Subsample | gsz_south |
| Omnibus Function for IV Estimation and Diagnostics | ivDiag |
| Local-to-Zero Test | ltz |
| Plot OLS and IV Coefficents | plot_coef |
| Visualizing Local-to-Zero Adjustment | plot_ltz |
| Data from Rueda (2017) | rueda |
| Valid t-Ratio Procedure | tF |