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Markov models with covariate dependence for repeated measures / M. Ataharul Islam, Rafiqul Islam Chowdhury, and Shahariar Huda.

By: Islam, M. AtaharulContributor(s): Chowdhury, Rafiqul Islam, 1974- | Huda, ShahariarMaterial type: TextTextLanguage: English Publication details: New York : Nova Science Publishers, ©2009. Description: ix, 228 p. ; 27 cmISBN: 9781604569773; 1604569778Subject(s): Multivariate analysis | Markov processesDDC classification: 519.233 LOC classification: QA278 | .I75 2009Online resources: WorldCat details | Ebook Fulltext
Contents:
TOC Repeated measures data -- Markov chain : some preliminaries -- Generalized linear models and logistic regression -- Covariate dependent two state first order Markov model -- Covariate dependent two state second order Markov model -- Covariate dependent two state higher order Markov model -- Multistate first order Markov model with covariate dependence -- Multistate Markov model of higher order with covariate dependence -- An alternative formulation based on Chapman-Kolmogorov equation -- Additional inference procedures -- Generalized linear model formulation of higher order Markov models -- Marginal and conditional models.
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Holdings
Item type Current library Collection Call number Copy number Status Date due Barcode Item holds
E-Book E-Book Dr. S. R. Lasker Library, EWU
E-book
Non-fiction 519.233 ISM 2009 (Browse shelf(Opens below)) Not for loan
Text Text Dr. S. R. Lasker Library, EWU
Reserve Section
Non-fiction 519.233 ISM 2009 (Browse shelf(Opens below)) C-1 Not For Loan 27477
Text Text Dr. S. R. Lasker Library, EWU
Circulation Section
Non-fiction 519.233 ISM 2009 (Browse shelf(Opens below)) C-2 Available 28178
Total holds: 0

TOC Repeated measures data -- Markov chain : some preliminaries -- Generalized linear models and logistic regression -- Covariate dependent two state first order Markov model -- Covariate dependent two state second order Markov model -- Covariate dependent two state higher order Markov model -- Multistate first order Markov model with covariate dependence -- Multistate Markov model of higher order with covariate dependence -- An alternative formulation based on Chapman-Kolmogorov equation -- Additional inference procedures -- Generalized linear model formulation of higher order Markov models -- Marginal and conditional models.

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