Markov models with covariate dependence for repeated measures
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Main Authors: | |
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Group Author: | ; |
Published: |
Nova Science Publishers,
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Publisher Address: | New York |
Publication Dates: | c2009. |
Literature type: | Book |
Language: | English |
Subjects: | |
Carrier Form: | ix, 228 p.: ; 27 cm. |
ISBN: |
9781604569773 (hardcover) 1604569778 (hardcover) |
Index Number: | O211 |
CLC: | O211.62 |
Call Number: | O211.62/I822 |
Contents: |
Includes bibliographical references (p.[221]-223) and index. 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 -- |