Identification of proportionality structure with two-part models using penalization

DOI10.1016/J.CSDA.2016.01.002zbMath1468.62052OpenAlexW2235542489MaRDI QIDQ1659176

Ben-Chang Shia, Shuangge Ma, Kuangnan Fang, Xiao-Yan Wang

Publication date: 15 August 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2016.01.002

zbMATH Keywords

penalizationproportionalityzero-inflated datatwo-part modeling

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Applications of statistics to biology and medical sciences; meta analysis (62P10) Generalized linear models (logistic models) (62J12)

Uses Software

• COZIGAM

Cites Work

• Unnamed Item
• Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection
• Determination of proportionality in two-part models and analysis of multi-ethnic study of atherosclerosis (MESA)
• Semiparametric zero-inflated modeling in multi-ethnic study of atherosclerosis (MESA)
• Bayesian analysis of zero-inflated regression models
• Handling endogeneity and nonnegativity in correlated random effects models: Evidence from ambulatory expenditure
• Generalized Additive Models for Zero-Inflated Data with Partial Constraints
• Regularized Estimation in the Accelerated Failure Time Model with High-Dimensional Covariates
• Zero-Inflated Poisson Regression, with an Application to Defects in Manufacturing
• A Two-Part Random-Effects Model for Semicontinuous Longitudinal Data
• Two‐part regression models for longitudinal zero‐inflated count data
• Two-Part Models for Analysis of Agatston Scores with Possible Proportionality Constraints
• Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods
• Random effect models for repeated measures of zero-inflated count data
• Convergence of a block coordinate descent method for nondifferentiable minimization

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