A regression model for special proportions

DOI10.1177/1471082X13478274MaRDI QIDQ4970803

Mônica C. Sandoval, Gustavo H. A. Pereira, Denise A. Botter

Publication date: 7 October 2020

Published in: Statistical Modelling (Search for Journal in Brave)

zbMATH Keywords

maximum likelihood estimatorbeta distributioncredit cardproportionsinflated distributionstruncated inflated beta distribution

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (5)

A class of residuals for outlier identification in zero adjusted regression models ⋮ Estimation and variable selection for proportional response data with partially linear single-index models ⋮ A parametric quantile regression approach for modelling zero‐or‐one inflated double bounded data ⋮ A zero-inflated non default rate regression model for credit scoring data ⋮ Robustness against outliers: A new variance inflated regression model for proportions

Uses Software

• Ox

Cites Work

• Beta Regression for Modelling Rates and Proportions
• A general class of zero-or-one inflated beta regression models
• Second stage DEA: comparison of approaches for modelling the DEA score
• Improved estimators for a general class of beta regression models
• The Truncated Inflated Beta Distribution
• Credit Scoring and Its Applications
• From Finite Sample to Asymptotic Methods in Statistics
• On beta regression residuals
• Regression analysis of variates observed on (0, 1): percentages, proportions and fractions
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