| 000 -LEADER |
|---|
| fixed length control field |
02377cam a2200301 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
jomaaum |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20220106121400.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
971202t19981998nyua b 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781475771558 |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA278.2 |
| Item number |
.R38 1998 |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
QA |
| Source |
lcco |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
519.536 |
| Edition number |
21 |
| Item number |
R259 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Rawlings, John O., |
| Dates associated with a name |
1932- |
| 9 (RLIN) |
44841 |
| 245 10 - IMMEDIATE SOURCE OF ACQUISITION NOTE |
|---|
| Title |
Applied regression analysis : |
| Remainder of title |
a research tool / |
| Statement of responsibility, etc |
John O. Rawlings, Sastry G. Pantula , David A. Dickey |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
2nd ed. / |
| 260 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
New York : |
| Name of publisher, distributor, etc |
Springer, |
| Date of publication, distribution, etc |
1998. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xviii, 657 p. : |
| Other physical details |
ill. ; |
| Dimensions |
25 cm. |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Springer texts in statistics |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references (pages 635-646) and indexes |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Review of Simple Regression -- Introduction to Matrices -- Multiple Regression in Matrix Notation -- Analysis of Variance and Quadratic Forms -- Case Study: Five Independent Variables -- Geometry of Least Squares -- Model Development: Variable Selection -- Polynomial Regression -- Class Variables in Regression -- Problem Areas in Least Squares -- Regression Diagnostics -- Transformation of Variables -- Collinearity -- Case Study: Collinearity Problems -- Models Nonlinear in the Parameters -- Case Study: Response Curve Modeling -- Analysis of Unbalanced Data -- Mixed Effects Models -- Case Study: Analysis of Unbalanced Data -- Appendix: Tables |
| 520 1# - SUMMARY, ETC. |
|---|
| Summary, etc |
"Aimed at the scientist who wishes to gain a working knowledge of regression analysis, the basic purpose of this volume is to develop an understanding of least squares and related statistical methods without becoming excessively mathematical. It is neither a cookbook nor a theoretical book. It is the outgrowth of more than 30 years of consulting experience with scientists and many years of teaching applied regression courses to graduate students in the sciences. Applied Regression Analysis serves as an excellent text for a service course on regression for nonstatisticians and also as a reference for researchers. It also provides a bridge between a two-semester introduction to statistical methods and a theoretical linear models course."--Jacket |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Regression analysis |
| 9 (RLIN) |
4952 |
|
|---|
| Topical term or geographic name as entry element |
Analyse de régression |
| 9 (RLIN) |
44842 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Pantula, Sastry G |
| 9 (RLIN) |
44843 |
|
|---|
| Personal name |
Dickey, David A |
| 9 (RLIN) |
44844 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Springer texts in statistics |
| 9 (RLIN) |
44845 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Item type |
Book |
