Package: controlfunctionIV 0.1.0

Zijian Guo
controlfunctionIV: Control Function Methods with Possibly Invalid Instrumental Variables
Inference with control function methods for nonlinear outcome models when the model is known ('Guo and Small' (2016) <arxiv:1602.01051>) and when unknown but semiparametric ('Li and Guo' (2021) <arxiv:2010.09922>).
Authors:
controlfunctionIV_0.1.0.tar.gz
controlfunctionIV_0.1.0.zip(r-4.7)controlfunctionIV_0.1.0.zip(r-4.6)controlfunctionIV_0.1.0.zip(r-4.5)
controlfunctionIV_0.1.0.tgz(r-4.6-any)controlfunctionIV_0.1.0.tgz(r-4.5-any)
controlfunctionIV_0.1.0.tar.gz(r-4.7-any)controlfunctionIV_0.1.0.tar.gz(r-4.6-any)
controlfunctionIV_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
controlfunctionIV/json (API)
| # Install 'controlfunctionIV' in R: |
| install.packages('controlfunctionIV', repos = c('https://zijguo.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/zijguo/controlfunctioniv/issues
- nonlineardata - Nonlineardata
Last updated from:e083ae0964. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 214 | ||
| source / vignettes | OK | 248 | ||
| linux-release-x86_64 | NOTE | 209 | ||
| macos-release-arm64 | NOTE | 104 | ||
| macos-oldrel-arm64 | NOTE | 128 | ||
| windows-devel | NOTE | 94 | ||
| windows-release | NOTE | 108 | ||
| windows-oldrel | NOTE | 101 | ||
| wasm-release | OK | 161 |
Exports:cfpretestProbitControlSpotIV
Dependencies:abindAERbackportsbase64encbootbroombslibcachemcarcarDataclicolorspacecowplotcpp11DerivdigestdoBydplyrdrevaluatefarverfastmapfontawesomeforecastFormulafracdifffsgenericsggplot2gluegtablehighrhtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmemoisemgcvmicrobenchmarkmimeminqamisc3dmodelrnlmenloptrnnetnumDerivorthoDrpbkrtestpillarpkgconfigplot3DpracmapurrrquantregR6rappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrglrlangrmarkdownS7sandwichsassscalesSparseMstringistringrsurvivaltibbletidyrtidyselecttimeDatetinytexurcautf8vctrsviridisLitewithrxfunyamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Control-Function | cf |
| nonlineardata | nonlineardata |
| Prestest estimator | pretest |
| Causal inference in probit outcome models with possibly invalid IVs | ProbitControl |
| SpotIV method for causal inference in semi-parametric outcome model | SpotIV |