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gofcat  

Goodness-of-Fit Measures for Categorical Response Models
View on CRAN: Click here


Download and install gofcat package within the R console
Install from CRAN:
install.packages("gofcat")

Install from Github:
library("remotes")
install_github("cran/gofcat")

Install by package version:
library("remotes")
install_version("gofcat", "0.1.2")



Attach the package and use:
library("gofcat")
Maintained by
Ejike R. Ugba
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-01-27
Latest Update: 2022-02-14
Description:
A post-estimation method for categorical response models (CRM). Inputs from objects of class serp(), clm(), polr(), multinom(), mlogit(), vglm() and glm() are currently supported. Available tests include the Hosmer-Lemeshow tests for the binary, multinomial and ordinal logistic regression; the Lipsitz and the Pulkstenis-Robinson tests for the ordinal models. The proportional odds, adjacent-category, and constrained continuation-ratio models are particularly supported at ordinal level. Tests for the proportional odds assumptions in ordinal models are also possible with the Brant and the Likelihood-Ratio tests. Moreover, several summary measures of predictive strength (Pseudo R-squared), and some useful error metrics, including, the brier score, misclassification rate and logloss are also available for the binary, multinomial and ordinal models. Ugba, E. R. and Gertheiss, J. (2018) .
How to cite:
Ejike R. Ugba (2022). gofcat: Goodness-of-Fit Measures for Categorical Response Models. R package version 0.1.2, https://cran.r-project.org/web/packages/gofcat. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.1 (2022-01-27 21:00)
Other packages that cited gofcat R package
View gofcat citation profile
Other R packages that gofcat depends, imports, suggests or enhances
Complete documentation for gofcat
Functions, R codes and Examples using the gofcat R package
Some associated functions: Fishing . LR.test . Rsquared . brant.test . erroR . hosmerlem . lipsitz . print.LRT . print.Rsquared . print.brant . print.erroR . print.hosmerlem . print.lipsitz . print.pulkroben . pulkroben . retinopathy . vaso . 
Some associated R codes: brant.R . chi2fn.R . compfn.R . contr.R . datasets.R . erroR.R . gDM.R . hosmerlem.R . lipsitz.R . lrt.R . method.R . misc.R . modtype.R . pulkroben.R . rsquared.R .  Full gofcat package functions and examples
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