Package: chantrics 1.0.0
Theo Bruckbauer
chantrics: Loglikelihood Adjustments for Econometric Models
Adjusts the loglikelihood of common econometric models for clustered data based on the estimation process suggested in Chandler and Bate (2007) <doi:10.1093/biomet/asm015>, using the 'chandwich' package <https://cran.r-project.org/package=chandwich>, and provides convenience functions for inference on the adjusted models.
Authors:
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chantrics.pdf |chantrics.html✨
chantrics/json (API)
| # Install 'chantrics' in R: |
| install.packages('chantrics', repos = c('https://maebruck.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/tbruckbauer/chantrics/issues
clusteringeconometricslikelihoodlikelihood-ratio-testloglikelihood-adjustmentmaximum-likelihood
Last updated 3 years agofrom:c3423885d6. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 31 2024 |
| R-4.5-win | NOTE | Oct 31 2024 |
| R-4.5-linux | NOTE | Oct 31 2024 |
| R-4.4-win | NOTE | Oct 31 2024 |
| R-4.4-mac | NOTE | Oct 31 2024 |
| R-4.3-win | NOTE | Oct 31 2024 |
| R-4.3-mac | NOTE | Oct 31 2024 |
Exports:adj_loglikalrtestlogLik_vec
Dependencies:abindAERbackportsbootbroomcarcarDatachandwichclicolorspacecowplotcpp11crayonDerivdoBydplyrfansifarverFormulagenericsggplot2gluegtablehmsisobandlabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmunsellnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigprettyunitsprogresspurrrquantregR6RColorBrewerRcppRcppEigenrlangsandwichscalesSparseMstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Loglikelihood adjustments for fitted models | adj_loglik coef.chantrics coeftest.chantrics confint.chantrics conf_intervals.chantrics conf_region.chantrics logLik.chantrics plot.chantrics print.chantrics summary.chantrics vcov.chantrics |
| Adjusted Likelihood Ratio Test of Nested Models | alrtest |
| ANOVA tables: compare nested models | anova.chantrics |
| chantrics: Loglikelihood Adjustments for Econometric Models | chantrics |
| Loglikelihood adjustments for glm fits | glm glm.nb |
| Evaluate loglikelihood contributions from specific observations | logLik_vec |
| Predict Method for chantrics fits | predict.chantrics |
| Residuals of chantrics model fits | residuals.chantrics |
| Update, re-fit and re-adjust a Model Call | update.chantrics |