Predictive performance of penalized beta regression model for continuous bounded outcomes

DOI10.1080/02664763.2017.1339024OpenAlexW2625667410MaRDI QIDQ5035749

Gary S. Collins, Emmanuel O. Ogundimu

Publication date: 22 February 2022

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: http://dro.dur.ac.uk/34191/1/34191.pdf

zbMATH Keywords

ridge regressionshrinkage methodsbeta regressionprediction modelinternal validationbounded outcome

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

Uses Software

• betareg

Cites Work

• A Sample Selection Model with Skew-normal Distribution
• Beta Regression for Modelling Rates and Proportions
• Truncated skew-normal distributions: moments, estimation by weighted moments and application to climatic data
• Bias correction in ARMA models
• A third-order bias corrected estimate in generalized linear models
• A Solution to the Problem of Monotone Likelihood in Cox Regression
• Bias reduction of maximum likelihood estimates
• Regression analysis of variates observed on (0, 1): percentages, proportions and fractions

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