Maximum Likelihood Estimation of Linear Models for Longitudinal Data with Inequality Constraints

JING XU; JINDE WANG

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Maximum Likelihood Estimation of Linear Models for Longitudinal Data with Inequality Constraints

机译：不等式约束纵向数据线性模型的最大似然估计

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摘要

Maximum likelihood (ML) estimation for linear models with longitudinal data under inequality restrictions is investigated. Within-subject correlations are modeled by parametric structure. Asymptotic properties of constrained ML estimates, including strong

机译：研究了在不等式限制下具有纵向数据的线性模型的最大可能性（ML）估计。对象内相关性由参数结构建模。受约束ML估计的渐近性质，包括强

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来源
《Communications in Statistics. A, Theory and Methods》 |2008年第7期|p.931-946|共16页
作者
JING XU; JINDE WANG;
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作者单位

Department of Mathematics Nanjing University Nanjing Jiangsu China;

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原文格式 PDF
正文语种 eng
中图分类统计学;
关键词
approximate representation; asymptotic distribution; inequality constraints; longitudinal data;

机译：近似表示;渐近分布;不等式约束;纵向数据;

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3. Maximum-likelihood estimation and influence analysis in multivariate skew-normal reproductive dispersion mixed models for longitudinal data [J] . Zhao Yuan Ying, Tang Nian Sheng Statistics . 2015,第4a6期

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5. A comparison of alternative approximations to maximum likelihood estimation for hierarchical generalized linear models: The logistic-normal model case. [D] . Yosef, Matheos. 2001

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6. Performance Comparison of Various Maximum Likelihood Nonlinear Mixed-Effects Estimation Methods for Dose–Response Models [O] . Elodie L. Plan, Alan Maloney, France Mentré, 2012

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8. Duality of I Projections and Maximum Likelihood Estimation for Log-Linear Models under Cone Constraints [R] . Dykstra, R. L., Lemke, J. H. 1988

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Maximum Likelihood Estimation of Linear Models for Longitudinal Data with Inequality Constraints

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