Functionality for singular model objects | Confidence intervals of the estimates | Other diagnostic functions | Functionality for multiple model objects | Creating nested models | Compare nested models | Supported models | glm models | poisson family | binomial family | gaussian family | MASS::negative.binomial family and MASS::glm.nb() | Clustering | References
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:
chantrics_1.0.0.tar.gz
chantrics_1.0.0.zip(r-4.7-any)chantrics_1.0.0.zip(r-4.6-any)chantrics_1.0.0.zip(r-4.5-any)
chantrics_1.0.0.tgz(r-4.6-any)chantrics_1.0.0.tgz(r-4.5-any)
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chantrics_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
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 from:c3423885d6. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | NOTE | 176 | ||
| source / vignettes | OK | 248 | ||
| linux-release | NOTE | 167 | ||
| macos-release | NOTE | 142 | ||
| macos-oldrel | NOTE | 208 | ||
| windows-devel | NOTE | 82 | ||
| windows-release | NOTE | 121 | ||
| windows-oldrel | NOTE | 82 | ||
| wasm-release | OK | 150 |
Exports:adj_loglikalrtestlogLik_vec
Dependencies:abindAERbackportsbootbroomcarcarDatachandwichclicolorspacecowplotcpp11crayonDerivdoBydplyrfarverforecastFormulafracdiffgenericsggplot2gluegtablehmsisobandlabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmgcvminqamodelrnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigprettyunitsprogresspurrrquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangS7sandwichscalesSparseMstringistringrsurvivaltibbletidyrtidyselecttimeDateurcautf8vctrsviridisLitewithrzoo
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 |