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" An introduction to generalized linear models / "
by Annette J. Dobson and Adrian G. Barnett.
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BL
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| Record Number
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842685
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| Main Entry
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Dobson, Annette J.,1945-
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| Title & Author
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An introduction to generalized linear models /\ by Annette J. Dobson and Adrian G. Barnett.
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| Edition Statement
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Fourth edition.
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| Publication Statement
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Boca Raton :: CRC Press, Taylor & Francis Group,, [2018]
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| Series Statement
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Texts in statistical science series
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| Page. NO
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xv, 376 pages ;; 24 cm
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| ISBN
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1138741515
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: 113874168X
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: 9781138741515
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: 9781138741683
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9781315182780
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9781351726214
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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Model fitting -- Exponential family and generalized linear models -- Estimation -- Inference -- Normal linear models -- Binary variables and logistic regression -- Nominal and ordinal logistic regression -- Poisson regression and log-linear models -- Survival analysis -- Clustered and longitudinal data -- Bayesian analysis -- Markov chain Monte Carlo methods -- Example Bayesian analyses.
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| Subject
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Linear models (Statistics)
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| Subject
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Linear models (Statistics)
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| Dewey Classification
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519.5
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| LC Classification
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QA276.D589 2018
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| Added Entry
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Barnett, Adrian G.
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| Parallel Title
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Generalized linear models
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