Extended Beta Regression in R: Shaken, Stirred, Mixed, and Partitioned

Extended Beta Regression in R: Shaken, Stirred, Mixed, and Partitioned

Beta regression – an increasingly popular approach for modeling rates and proportions – is extended in various directions: (a) bias correction/reduction of the maximum likelihood estimator, (b) beta regression tree models by means of recursive partitioning, (c) latent class beta regression by means...

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Bibliographic Details
Main Authors: Bettina Grün, Ioannis Kosmidis, Achim Zeileis
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2012-05-01
Series:Journal of Statistical Software
Subjects:
beta regression
bias correction
bias reduction
recursive partitioning
finite mixture
R
Online Access:http://www.jstatsoft.org/v48/i11/paper

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