Screen LibraryAn introduction to generalized linear models /
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| Main Authors: | |
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| Group Author: | |
| Published: |
CRC Press, Taylor & Francis Group,
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| Publisher Address: | Boca Raton, FL : |
| Publication Dates: | [2018] |
| Literature type: | Book |
| Language: | English |
| Edition: | Fourth edition. |
| Series: |
Texts in statistical science series
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| Subjects: | |
| Carrier Form: | xv, 376 pages : illustrations ; 24 cm. |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: |
9781138741683 113874168X 9781138741515 1138741515 |
| Index Number: | QA276 |
| CLC: | O212 |
| Call Number: | O212/D635/4th ed. |
| Contents: | 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. |