Package: ivgets 0.1.2

Kurle Jonas

ivgets: General to Specific Modeling and Indicator Saturation in 2SLS Models

Provides facilities of general to specific model selection for exogenous regressors in 2SLS models. Furthermore, indicator saturation methods can be used to detect outliers and structural breaks in the sample.

Authors:Kurle Jonas [aut, cre]

ivgets_0.1.2.tar.gz
ivgets_0.1.2.zip(r-4.7-any)ivgets_0.1.2.zip(r-4.6-any)ivgets_0.1.2.zip(r-4.5-any)
ivgets_0.1.2.tgz(r-4.6-any)ivgets_0.1.2.tgz(r-4.5-any)
ivgets_0.1.2.tar.gz(r-4.7-any)ivgets_0.1.2.tar.gz(r-4.6-any)
ivgets_0.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ivgets/json (API)

# Install 'ivgets' in R:

install.packages('ivgets', repos = c('https://jkurle.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/jkurle/ivgets/issues

Datasets:

artificial2sls - Artificial data set for illustration.
artificial2sls_contaminated - Artificial data set with outliers for illustration.
artificial2sls_shiny - Artificial data set without outliers prepared for shiny application.

On CRAN:

3.70 score 1 stars 7 scripts 296 downloads 7 exports 70 dependencies

Last updated from:ae065db9df. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	294
source / vignettes	OK	216
linux-release	OK	306
macos-release	OK	308
macos-oldrel	OK	302
windows-devel	OK	241
windows-release	OK	253
windows-oldrel	OK	210
wasm-release	OK	101

Exports:extract_variables factory_indicators ivDiag ivgets ivisat ivregFun new_formula

Dependencies:abind backports boot broom car carData cli colorspace cowplot cpp11 Deriv doBy dplyr farver forecast Formula fracdiff generics gets ggplot2 glue gtable isoband ivreg labeling lattice lifecycle lme4 lmtest magrittr MASS Matrix MatrixModels mgcv minqa modelr nlme nloptr nnet numDeriv pbkrtest pillar pkgconfig purrr quantreg R6 rbibutils RColorBrewer Rcpp RcppArmadillo RcppEigen Rdpack reformulas rlang S7 scales SparseM stringi stringr survival tibble tidyr tidyselect timeDate urca utf8 vctrs viridisLite withr zoo

GETS-IV

Rendered fromGETS-IV.Rmdusingknitr::rmarkdown

Last update: 2021-05-25
Started: 2021-05-25

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Artificial data set for illustration.	artificial2sls
Artificial data set with outliers for illustration.	artificial2sls_contaminated
Artificial data set without outliers prepared for shiny application.	artificial2sls_shiny
Extract the first and second stage regressors of ivreg formula	extract_variables
Function factory for creating indicators from their names	factory_indicators
Gets modeling on an ivreg object	gets.ivreg
Indicator saturation modeling on an ivreg object	isat.ivreg
User diagnostics for getsFun() and isat()	ivDiag
General-to-specific modeling for 2SLS models	ivgets
Indicator saturation modeling for 2SLS models	ivisat
User estimator ivreg for getsFun() and isat()	ivregFun
Takes ivreg formula and returns formula compatible with model selection	new_formula