Analysis of categorical data with R / (Record no. 257000)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02761cam a2200313 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 18155795 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | BD-DhUL |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220919110139.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 140519s2015 flua b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
| LC control number | 2014019437 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781439855676 (hbk) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | DLC |
| Language of cataloging | eng |
| Transcribing agency | DLC |
| Description conventions | rda |
| Modifying agency | DLC |
| -- | BD-DhUL |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA169 |
| Item number | .B55 2015 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.535 |
| Item number | BIA |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Bilder, Christopher R. |
| 245 10 - TITLE STATEMENT | |
| Title | Analysis of categorical data with R / |
| Statement of responsibility, etc. | Christopher R. Bilder, Thomas M. Loughin. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Boca Raton : |
| Name of publisher, distributor, etc. | CRC Press, |
| Date of publication, distribution, etc. | 2015. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xiii, 533 p. : |
| Other physical details | ill. ; |
| Dimensions | 26 cm. |
| 365 ## - TRADE PRICE | |
| Price type code | GBP |
| Price amount | 89.99 |
| 490 0# - SERIES STATEMENT | |
| Series statement | Texts in statistical science. |
| 500 ## - GENERAL NOTE | |
| General note | Includes index. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Bibliography: p. 513-523. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "We live in a categorical world! From a positive or negative disease diagnosis to choosing all items that apply in a survey, outcomes are frequently organized into categories so that people can more easily make sense of them. However, analyzing data from categorical responses requires specialized techniques beyond those learned in a first or second course in Statistics. We o er this book to help students and researchers learn how to properly analyze categorical data. Unlike other texts on similar topics, our book is a modern account using the vastly popular R software. We use R not only as a data analysis method but also as a learning tool. For example, we use data simulation to help readers understand the underlying assumptions of a procedure and then to evaluate that procedure's performance. We also provide numerous graphical demonstrations of the features and properties of various analysis methods. The focus of this book is on the analysis of data, rather than on the mathematical development of methods. We o er numerous examples from a wide rage of disciplines medicine, psychology, sports, ecology, and others and provide extensive R code and output as we work through the examples. We give detailed advice and guidelines regarding which procedures to use and why to use them. While we treat likelihood methods as a tool, they are not used blindly. For example, we write out likelihood functions and explain how they are maximized. We describe where Wald, likelihood ratio, and score procedures come from. However, except in Appendix B, where we give a general introduction to likelihood methods, we do not frequently emphasize calculus or carry out mathematical analysis in the text. The use of calculus is mostly from a conceptual focus, rather than a mathematical one"-- |
| Assigning source | Provided by publisher. |
| 650 0# - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Multivariate analysis. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Loughin, Thomas M. |
| Relator term | jt. aut. |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) | |
| a | 7 |
| b | cbc |
| c | orignew |
| d | 1 |
| e | ecip |
| f | 20 |
| g | y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Koha item type | Books |
| Price effective from | Date last seen | Permanent Location | Not for loan | Date acquired | Source of classification or shelving scheme | Koha item type | Lost status | Withdrawn status | Copy number | Source of acquisition | Collection code | Damaged status | Shelving location | Barcode | Current Location | Public note | Full call number |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022-09-12 | 2022-09-12 | Dhaka University Science Library | 2022-07-21 | Books | 1 | Purchased | Non Fiction | General Stacks | 525208 | Dhaka University Science Library | Statistics | 519.535 BIA | |||||
| 2022-09-12 | 2022-09-12 | Dhaka University Science Library | 2022-07-21 | Books | 2 | Purchased | Non Fiction | General Stacks | 525209 | Dhaka University Science Library | Tr. to Statistics | 519.535 BIA |