A random effects four-part model, with application to correlated medical costs

DOI10.1016/j.csda.2008.02.034zbMath1452.62823OpenAlexW1964670877WikidataQ61458766 ScholiaQ61458766MaRDI QIDQ1023789

J. Martínez

Publication date: 16 June 2009

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

Full work available at URL: https://doi.org/10.1016/j.csda.2008.02.034

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)

Related Items (7)

Joint modeling of multivariate hearing thresholds measured longitudinally at multiple frequencies ⋮ Semiparametric Regression Analysis of Longitudinal Skewed Data ⋮ An extension of estimating equations to model longitudinal medical cost trajectory with medicare claims data linked to SEER cancer registry ⋮ Joint frailty models for zero-inflated recurrent events in the presence of a terminal event ⋮ Semiparametric Estimation of Longitudinal Medical Cost Trajectory ⋮ Modeling right-censored medical cost data in regression and the effects of covariates ⋮ Statistical analysis of zero-inflated nonnegative continuous data: a review

Uses Software

• S-PLUS
• MEMSS

Cites Work

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• Semi-parametric single-index two-part regression models
• Models for discrete longitudinal data.
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• Accurate Approximations for Posterior Moments and Marginal Densities
• Laplace's approximation for nonlinear mixed models
• Estimating Medical Costs from Incomplete Follow-Up Data
• Maximum Likelihood Algorithms for Generalized Linear Mixed Models
• A Two-Part Random-Effects Model for Semicontinuous Longitudinal Data
• Calibration Regression of Censored Lifetime Medical Cost
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• Mixed-Effects Models in S and S-PLUS
• Estimating medical costs with censored data
• Proportional Means Regression for Censored Medical Costs
• Approximate Inference in Generalized Linear Mixed Models
• Improved Approximations for Multilevel Models with Binary Responses
• A Random-Effects Ordinal Regression Model for Multilevel Analysis
• Estimation from Censored Medical Cost Data
• Analysis of repeated measures data with clumping at zero
• A Joint Frailty Model for Survival and Gap Times Between Recurrent Events
• A Hierarchical Multivariate Two-Part Model for Profiling Providers' Effects on Health Care Charges
• Bayesian Inference for a Two-Part Hierarchical Model

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