Discrete data analysis with R (Record no. 559729)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02336 a2200265 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250325151330.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 181113b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781498725835 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | IIT Kanpur |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.50285 |
| Item number | F915d |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Friendly, Michael |
| 245 ## - TITLE STATEMENT | |
| Title | Discrete data analysis with R |
| Remainder of title | visualization and modeling techniques for categorical and count data |
| Statement of responsibility, etc | Michael Friendly, David Meyer and Achim Zeileis |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Boca Raton |
| Name of publisher | CRC Press |
| Year of publication | 2016 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xvii,544p |
| 440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE | |
| Title | Texts in statistical science |
| 500 ## - GENERAL NOTE | |
| General note | Includes bibliographical references and index |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | An Applied Treatment of Modern Graphical Methods for Analyzing Categorical Data<br/><br/>Discrete Data Analysis with R: Visualization and Modeling Techniques for Categorical and Count Data presents an applied treatment of modern methods for the analysis of categorical data, both discrete response data and frequency data. It explains how to use graphical methods for exploring data, spotting unusual features, visualizing fitted models, and presenting results.<br/><br/>The book is designed for advanced undergraduate and graduate students in the social and health sciences, epidemiology, economics, business, statistics, and biostatistics as well as researchers, methodologists, and consultants who can use the methods with their own data and analyses. Along with describing the necessary statistical theory, the authors illustrate the practical application of the techniques to a large number of substantive problems, including how to organize data, conduct an analysis, produce informative graphs, and evaluate what the graphs reveal about the data.<br/><br/>The first part of the book contains introductory material on graphical methods for discrete data, basic R skills, and methods for fitting and visualizing one-way discrete distributions. The second part focuses on simple, traditional nonparametric tests and exploratory methods for visualizing patterns of association in two-way and larger frequency tables. The final part of the text discusses model-based methods for the analysis of discrete data. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Mathematics -- Data processing |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | R (Computer program language) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Statistics |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Meyer, David |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Zeileis, Achim |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Cost, replacement price | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| General Stacks | PK Kelkar Library, IIT Kanpur | PK Kelkar Library, IIT Kanpur | 26/11/2018 | 60 | 5293.97 | 519.50285 F915d | A183975 | 6617.47 | Books |