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 = 'https://cloud.r-project.org') |
Pkgdown 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 2 years agofrom:d2b4c74182. Checks:3 OK. Indexed: yes.
Target | Result | Latest binary |
---|---|---|
Doc / Vignettes | OK | Mar 12 2025 |
R-4.5-linux | OK | Mar 12 2025 |
R-4.4-linux | OK | Mar 12 2025 |
Exports:AR_testeff_FivDiagltzplot_coefplot_ltztF
Dependencies:bitbit64briocallrclicliprcodetoolscolorspacecpp11crayondescdiffobjdigestdoParalleldplyrdreamerrevaluatefansifarverfixestforcatsforeachFormulafsfuturegenericsggfortifyggplot2globalsgluegridExtragtablehavenhmsisobanditeratorsjsonlitelabelinglatticelfelifecyclelistenvmagrittrMASSMatrixmgcvminqamnormtmunsellnlmenumDerivparallellypatchworkpillarpkgbuildpkgconfigpkgloadpraiseprettyunitsprocessxprogresspspurrrR6RColorBrewerRcppRcppArmadilloreadrrlangrprojrootsandwichscalesstringistringmagicstringrtestthattibbletidyrtidyselecttzdbutf8vctrsviridisLitevroomwaldowCorrwithrxtablezoo
Citation
To cite package ‘ivDiag’ in publications use:
Lal A, Xu Y (2023). ivDiag: Estimation and Diagnostic Tools for Instrumental Variables Designs. R package version 1.0.6, https://CRAN.R-project.org/package=ivDiag.
Corresponding BibTeX entry:
@Manual{, title = {ivDiag: Estimation and Diagnostic Tools for Instrumental Variables Designs}, author = {Apoorva Lal and Yiqing Xu}, year = {2023}, note = {R package version 1.0.6}, url = {https://CRAN.R-project.org/package=ivDiag}, }
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 |