MARC details
| 000 -LEADER |
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| fixed length control field |
02946nmm a22002535i 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20230705150641.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
121227s1989 xxu| s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781461210177 |
| -- |
978-1-4612-1017-7 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
300.727 |
| Edition number |
23 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Santner, Thomas J. |
| 9 (RLIN) |
20694 |
| 245 14 - TITLE STATEMENT |
|---|
| Title |
The Statistical Analysis of Discrete Data |
| Medium |
[electronic resource] / |
| Statement of responsibility, etc. |
by Thomas J. Santner, Diane E. Duffy. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
1st ed. 1989. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
New York, NY : |
| Name of publisher, distributor, etc. |
Springer New York : |
| -- |
Imprint: Springer, |
| Date of publication, distribution, etc. |
1989. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
XII, 372 p. |
| Other physical details |
online resource. |
| 505 ## - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
1 Introduction -- 2 Univariate Discrete Responses -- 3 Loglinear Models -- 4 Cross-Classified Data -- 5 Univariate Discrete Data with Covariates -- Appendix 1. Some Results from Linear Algebra -- Appendix 2. Maximization of Concave Functions -- Appendix 3. Proof of Proposition 3.3.1 (ii) and (iii) -- Appendix 4. Elements of Large Sample Theory -- Problems -- References -- List of Notation -- Index to Data Sets -- Author Index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
The Statistical Analysis of Discrete Data provides an introduction to cur rent statistical methods for analyzing discrete response data. The book can be used as a course text for graduate students and as a reference for researchers who analyze discrete data. The book's mathematical prereq uisites are linear algebra and elementary advanced calculus. It assumes a basic statistics course which includes some decision theory, and knowledge of classical linear model theory for continuous response data. Problems are provided at the end of each chapter to give the reader an opportunity to ap ply the methods in the text, to explore extensions of the material covered, and to analyze data with discrete responses. In the text examples, and in the problems, we have sought to include interesting data sets from a wide variety of fields including political science, medicine, nuclear engineering, sociology, ecology, cancer research, library science, and biology. Although there are several texts available on discrete data analysis, we felt there was a need for a book which incorporated some of the myriad recent research advances. Our motivation was to introduce the subject by emphasizing its ties to the well-known theories of linear models, experi mental design, and regression diagnostics, as well as to describe alterna tive methodologies (Bayesian, smoothing, etc. ); the latter are based on the premise that external information is available. These overriding goals, to gether with our own experiences and biases, have governed our choice of topics. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Statistics . |
| 9 (RLIN) |
20695 |
|
|---|
| Topical term or geographic name entry element |
Probabilities. |
| 9 (RLIN) |
20696 |
|
|---|
| Topical term or geographic name entry element |
Statistics in Business, Management, Economics, Finance, Insurance. |
| 9 (RLIN) |
20697 |
|
|---|
| Topical term or geographic name entry element |
Probability Theory. |
| 9 (RLIN) |
20698 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Duffy, Diane E. |
| Relator term |
author. |
| Relationship |
aut |
| -- |
http://id.loc.gov/vocabulary/relators/aut |
| 9 (RLIN) |
20699 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://doi.org/10.1007/978-1-4612-1017-7">https://doi.org/10.1007/978-1-4612-1017-7</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
e-Book |
