Statistical modelling by exponential families / (Record no. 54703)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02129nam a22002898i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IN-BdCUP |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250103125024.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 180411s2019||||enk o ||1 0|eng|d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781108604574 (ebook) |
| Canceled/invalid ISBN | 9781108476591 (hardback);9781108701112 (paperback) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | IN-BdCUP |
| Language of cataloging | eng |
| Transcribing agency | IN-BdCUP |
| Description conventions | rda |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA276.7 |
| Item number | .S86 2019 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Sundberg, Rolf |
| Relator term | Author |
| 245 #0 - TITLE STATEMENT | |
| Title | Statistical modelling by exponential families / |
| Statement of responsibility, etc. | Rolf Sundberg. |
| 264 ## - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Cambridge : |
| Name of producer, publisher, distributor, manufacturer | Cambridge University Press, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2019 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (xiv, 282 pages) : |
| Other physical details | digital, PDF file(s). |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| 337 ## - MEDIA TYPE | |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 500 ## - GENERAL NOTE | |
| General note | Title from publisher's bibliographic system (viewed on 17 Jul 2019). |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book is a readable, digestible introduction to exponential families, encompassing statistical models based on the most useful distributions in statistical theory, including the normal, gamma, binomial, Poisson, and negative binomial. Strongly motivated by applications, it presents the essential theory and then demonstrates the theory's practical potential by connecting it with developments in areas like item response analysis, social network models, conditional independence and latent variable structures, and point process models. Extensions to incomplete data models and generalized linear models are also included. In addition, the author gives a concise account of the philosophy of Per Martin-Löf in order to connect statistical modelling with ideas in statistical physics, including Boltzmann's law. Written for graduate students and researchers with a background in basic statistical inference, the book includes a vast set of examples demonstrating models for applications and exercises embedded within the text as well as at the ends of chapters. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Exponential families (Statistics) |
| -- | Distribution (Probability theory) |
| 776 ## - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| International Standard Book Number | 9781108604574 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Electronic Book Resource |
| Uniform Resource Identifier | <a href="https://doi.org/10.1017/9781108604574">https://doi.org/10.1017/9781108604574</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | E-Book |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Order Number | Cost, normal purchase price | Bill number | Total checkouts | Full call number | Barcode | Date last seen | Uniform resource identifier | Actual Cost, replacement price | Bill Date | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Ranganathan Library | Ranganathan Library | 01/01/2025 | Today & Tomorrow's Printers and Publishers | CUP/LIB/24 | 270.00 | TTPP/202/2024-25 | 519.5 | E01894 | 03/01/2025 | https://doi.org/10.1017/9781108604574 | 270.00 | 13/11/2024 | E-Book |