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fracreg  

Fractional Response Regressions
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("fracreg", "1.1.0")



Attach the package and use:
library("fracreg")
Maintained by
Sulman Olieko Owili
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-08-05
Latest Update: 2026-08-05
Description:
Provides routines for the estimation and specification analysis of fractional response models. Includes univariate one-part, two-part, and double-inflated three-part fractional models. Further incorporates estimators for panel data settings and addresses unobserved heterogeneity and endogeneity via correlated random effects and control function approaches. Extends fractional methodology to multivariate data via fractional multinomial logit models and handles high-dimensional multicollinear data via fractional ridge regression. Calculates analytical partial effects across all model types and includes generalised goodness-of-functional-form (GGOFF) and Regression Equation Specification Error Test (RESET) hypothesis tests. Methods are described in Papke and Wooldridge (1996) <doi:10.1002/(SICI)1099-1255(199611)11:6%3C619::AID-JAE418%3E3.0.CO;2-1>, Papke and Wooldridge (2008) <doi:10.1016/j.jeconom.2008.05.009>, Buis (2008) <http://maartenbuis.nl/software/likelihoodFmlogit.pdf>, Ramalho, Ramalho and Murteira (2011) <doi:10.1111/j.1467-6419.2009.00602.x>, Fang and Ma (2013) <doi:10.1080/02664763.2012.758246>, Mullahy (2015) <doi:10.1515/jem-2012-0006>, Murteira and Ramalho (2016) <doi:10.1080/07474938.2013.806849>, and Rokem and Kay (2020) <doi:10.1093/gigascience/giaa133>.
How to cite:
Sulman Olieko Owili (2026). fracreg: Fractional Response Regressions. R package version 1.1.0, https://cran.r-project.org/web/packages/fracreg. Accessed 24 Oct. 2026.
Previous versions and publish date:
(2026-08-20 15:02), 1.0.1 (2026-08-05 08:40)
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