Constrained inference in mixed-effects models for longitudinal data with application to hearing loss

DOI10.1093/biostatistics/kxq051zbMath1437.62435OpenAlexW2142776703WikidataQ33663139 ScholiaQ33663139MaRDI QIDQ3303681

Ori Davidov, Sophia Rosen

Publication date: 4 August 2020

Published in: Biostatistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1093/biostatistics/kxq051

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (4)

Joint modeling of multivariate hearing thresholds measured longitudinally at multiple frequencies ⋮ Constrained fuzzy evidential multivariate model identified by EM algorithm: a soft sensor to monitoring imprecise and uncertain process parameters ⋮ Likelihood-based approaches for multivariate linear models under inequality constraints for incomplete data ⋮ A likelihood-based approach for multivariate one-sided tests with missing data

Cites Work

• Unnamed Item
• Random-Effects Models for Longitudinal Data
• A conditional test for a non-negative mean vector based on a Hotelling's \(T^2\)-type statistic
• On order restricted inference in some mixed linear models
• A class of conditional tests for a multivariate one-sided alternative
• The restricted EM algorithm under inequality restrictions on the parameters
• Testing for Order-Restricted Hypotheses in Longitudinal Data
• Bayesian Isotonic Regression and Trend Analysis
• Maximum Likelihood Estimation of Linear Models for Longitudinal Data with Inequality Constraints
• Order-Restricted Semiparametric Inference for the Power Bias Model
• Estimation of order-restricted means from correlated data
• Bayesian Multivariate Isotonic Regression Splines
• Towards a Unified Theory of Inequality Constrained Testing in Multivariate Analysis
• Testing for ordered group effects with repeated measurements
• Conditional Likelihood Ratio Test for a Nonnegative Normal Mean Vector
• Likelihood Ratio Test, Wald Test, and Kuhn-Tucker Test in Linear Models with Inequality Constraints on the Regression Parameters
• The ECME algorithm: A simple extension of EM and ECM with faster monotone convergence
• A Test in the Presence of Nuisance Parameters
• Maximum Likelihood Computations with Repeated Measures: Application of the EM Algorithm
• The Restricted EM Algorithm for Maximum Likelihood Estimation Under Linear Restrictions on the Parameters
• Convergence properties of the EM algorithm in constrained parameter spaces
• One-Sided Testing Problems in Multivariate Analysis

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