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.tar.gz(r-4.5-noble)ivgets_0.1.2.tar.gz(r-4.4-noble)
ivgets_0.1.2.tgz(r-4.4-emscripten)ivgets_0.1.2.tgz(r-4.3-emscripten)
ivgets.pdf |ivgets.html✨
ivgets/json (API)
NEWS

# Install 'ivgets' in R:

install.packages('ivgets', repos = c('https://cran.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.

2.74 score 11 scripts 193 downloads 7 exports 64 dependencies

Last updated 4 months agofrom:96a3190012. Checks:OK: 2. Indexed: no.

Target	Result	Date
Doc / Vignettes	OK	Oct 14 2024
R-4.5-linux	OK	Oct 14 2024

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 fansi farver Formula generics gets ggplot2 glue gtable isoband ivreg labeling lattice lifecycle lme4 lmtest magrittr MASS Matrix MatrixModels mgcv microbenchmark minqa modelr munsell nlme nloptr nnet numDeriv pbkrtest pillar pkgconfig purrr quantreg R6 RColorBrewer Rcpp RcppEigen rlang scales SparseM stringi stringr survival tibble tidyr tidyselect utf8 vctrs viridisLite withr zoo

GETS-IV

Rendered fromGETS-IV.Rmdusingknitr::rmarkdownon Oct 14 2024.

Last update: 2024-07-16
Started: 2022-07-08

Citation

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