Extending multivariate Student's- <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:semantics><mml:mrow><mml:mi>t</mml:mi></mml:mrow><mml:annotation>$$ t $$</mml:annotation></mml:semantics></mml:math> semiparametric mixed models for longitudinal data with censored responses and heavy tails.

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第一作者： Thalita B,Mattos

第一单位： Departamento de Estatística, Universidade Estadual de Campinas, São Paulo, Brazil.

作者： Thalita B,Mattos ^[1] ; Victor H,Lachos ^[2] ; Luis M,Castro ^[3] ; Larissa A,Matos ^[1]

作者单位： Departamento de Estatística, Universidade Estadual de Campinas, São Paulo, Brazil. ^[1] Department of Statistics, University of Connecticut, Storrs, Connecticut, USA. ^[2] Department of Statistics, Pontificia Universidad Católica de Chile, Santiago, Chile.;Millennium Nucleus Center for the Discovery of Structures in Complex Data, and Centro de Riesgos y Seguros UC, Pontificia Universidad Católica de Chile, Santiago, Chile. ^[3]

关键词 EM algorithm HIV viral load Student's-t$$ t $$ distribution censored data mixed-effects model semiparametric model

主题词获得性免疫缺陷综合征(Acquired Immunodeficiency Syndrome);计算机模拟(Computer Simulation);人类(Humans);似然函数(Likelihood Functions);模型, 统计学(Models, Statistical);正态分布(Normal Distribution);学生(Students)

DOI 10.1002/sim.9443

PMID 35596519

发布时间 2022-09-19

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