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.zip(r-4.7-any)
ivDiag_1.0.6.tar.gz(r-4.7-any)ivDiag_1.0.6.tar.gz(r-4.6-any)
ivDiag_1.0.6.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
ivDiag/json (API)
| # Install 'ivDiag' in R: |
| install.packages('ivDiag', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Pkgdown/docs site: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 from:d2b4c74182. Checks:5 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 177 | ||
| source / vignettes | OK | 251 | ||
| linux-release-x86_64 | OK | 184 | ||
| windows-devel-x86_64 | OK | 125 | ||
| wasm-release | OK | 127 |
Exports:AR_testeff_FivDiagltzplot_coefplot_ltztF
Dependencies:bitbit64briocallrclicliprcodetoolscpp11crayondescdiffobjdigestdoParalleldplyrdreamerrevaluatefarverfixestforcatsforeachFormulafsfuturegenericsggfortifyggplot2globalsgluegridExtragtablehavenhmsisobanditeratorsjsonlitelabelinglatticelfelifecyclelistenvmagrittrMatrixminqamnormtnlmenumDerivotelparallellypatchworkpillarpkgbuildpkgconfigpkgloadpraiseprettyunitsprocessxprogresspspurrrR6RColorBrewerRcppRcppArmadilloreadrrlangrprojrootS7sandwichscalesstringistringmagicstringrtestthattibbletidyrtidyselecttzdbutf8vctrsviridisLitevroomwaldowCorrwithrxtablezoo
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 |