MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02678cam a2200253 i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
ISI Library, Kolkata |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20250722020010.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
240830b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781439855676 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
ISI Library |
| Language of cataloging |
English |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Edition number |
23rd |
| Classification number |
512.6202855133 |
| Item number |
B595 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Bilder, Christopher R. |
| Relator term |
author |
| 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 pages: |
| Other physical details |
charts, diagrams; |
| Dimensions |
26 cm. |
| 490 0# - SERIES STATEMENT |
|---|
| Series statement |
Texts in Statistical Science |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliography and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Analyzing a Binary Response, Part 1: Introduction -- Analyzing a Binary Response, Part 2: Regression Models -- Analyzing a Multicategory Response -- Analyzing a count response -- Model selection and evaluation -- Additional topics -- An introduction to R -- Likelihood methods |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Analysis of Categorical Data with R presents a modern account of categorical data analysis using the popular R software. It covers recent techniques of model building and assessment for binary, multicategory, and count response variables and discusses fundamentals, such as odds ratio and probability estimation. The authors give detailed advice and guidelines on which procedures to use and why to use them. Requiring no prior experience with R, the text offers an introduction to the essential features and functions of R. It incorporates numerous examples from medicine, psychology, sports, ecology, and other areas, along with extensive R code and output. The authors use data simulation in R to help readers understand the underlying assumptions of a procedure and then to evaluate the procedure’s performance. They also present many graphical demonstrations of the features and properties of various analysis methods. The data sets and R programs from each example are available at www.chrisbilder.com/categorical. The programs include code used to create every plot and piece of output. Many of these programs contain code to demonstrate additional features or to perform more detailed analyses than what is in the text. Designed to be used in tandem with the book, the website also uniquely provides videos of the authors teaching a course on the subject. These videos include live, in-class recordings, which instructors may find useful in a blended or flipped classroom setting. The videos are also suitable as a substitute for a short course.<br/> |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Categories (Mathematics) |
| General subdivision |
Data Processing |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
R (Computer Program Language) |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Loughin, Thomas M. |
| Relator term |
author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Books |
| Koha issues (borrowed), all copies |
1 |
