Statistical Models. (Record no. 3918)
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| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
|---|---|
| fixed length control field | 100314s2003 000 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780521734493 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (Sirsi) u4916 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | EG-CaNU |
| -- | EG-CaNU |
| -- | EG-CaNU |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | ncode |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 |
| Edition number | 22 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Davison, A. C. |
| 9 (RLIN) | 636 |
| 245 10 - TITLE STATEMENT | |
| Title | Statistical Models. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cambridge, U.K. ; |
| -- | New York : |
| Name of publisher, distributor, etc. | Cambridge University Press, |
| Date of publication, distribution, etc. | 2003. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | x, 726 p. : |
| Other physical details | ill. ; |
| Dimensions | 27 cm. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Cambridge series in statistical and probabilistic mathematics |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references (p. 699-711) and indexes. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1. Introduction; 2. Variation; 3. Uncertainty; 4. Likelihood; 5. Models; 6. Stochastic models; 7. Estimation and hypothesis testing; 8. Linear regression models; 9. Designed experiments; 10. Nonlinear regression models; 11. Bayesian models; 12. Conditional and marginal inference. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Models and likelihood are the backbone of modern statistics. This 2003 book gives an integrated development of these topics that blends theory and practice, intended for advanced undergraduate and graduate students, researchers and practitioners. Its breadth is unrivaled, with sections on survival analysis, missing data, Markov chains, Markov random fields, point processes, graphical models, simulation and Markov chain Monte Carlo, estimating functions, asymptotic approximations, local likelihood and spline regressions as well as on more standard topics such as likelihood and linear and generalized linear models. Each chapter contains a wide range of problems and exercises. Practicals in the S language designed to build computing and data analysis skills, and a library of data sets to accompany the book, are available over the Web. |
| 596 ## - | |
| -- | 1 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Statistics. |
| 9 (RLIN) | 9797 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Main library | Main library | General Stacks | 01/26/2020 | OSI | 519.5 / DA.S 2009 | 006753 | 11/24/2019 | 1 | 11/24/2019 | Books |