Applied linear regression / (Record no. 11552)

MARC details
000 -LEADER
fixed length control field 03128nam a2200241Ia 4500
003 - CONTROL NUMBER IDENTIFIER
control field NULRC
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250520100706.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 250520s9999 xx 000 0 und d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781118386088
040 ## - CATALOGING SOURCE
Transcribing agency NULRC
050 ## - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA 278.2 .W45 2014
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Weisberg, Sanford.
Relator term author
245 #0 - TITLE STATEMENT
Title Applied linear regression /
Statement of responsibility, etc. Sanford Weisberg
250 ## - EDITION STATEMENT
Edition statement Fourth edition.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Hoboken, New Jersey :
Name of publisher, distributor, etc. John Wiley & Son, Inc.,
Date of publication, distribution, etc. c2014
300 ## - PHYSICAL DESCRIPTION
Extent xvii, 340 pages :
Other physical details illustrations ;
Dimensions 24 cm.
365 ## - TRADE PRICE
Price amount USD102.94
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references and index.
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note 2.7 The Coefficient of Determination, R22.8 The Residuals; CHAPTER 3: Multiple Regression; 3.1 Adding a Regressor to a Simple Linear Regression Model; 3.2 The Multiple Linear Regression Model; 3.3 Predictors and Regressors; 3.4 Ordinary Least Squares; 3.5 Predictions, Fitted Values, and Linear Combinations; CHAPTER 4: Interpretation of Main Effects; 4.1 Understanding Parameter Estimates; 4.2 Dropping Regressors; 4.3 Experimentation versus Observation; 4.4 Sampling from a Normal Population; 4.5 More on R2; CHAPTER 5: Complex Regressors; 5.1 Factors; 5.2 Many Factors; 5.3 Polynomial Regression 5.4 Splines5.5 Principal Components; 5.6 Missing Data; CHAPTER 6: Testing and Analysis of Variance; 6.1 F-Tests; 6.2 The Analysis of Variance; 6.3 Comparisons of Means; 6.4 Power and Non-Null Distributions; 6.5 Wald Tests; 6.6 Interpreting Tests; CHAPTER 7: Variances; 7.1 Weighted Least Squares; 7.2 Misspecified Variances; 7.3 General Correlation Structures; 7.4 Mixed Models; 7.5 Variance Stabilizing Transformations; 7.6 The Delta Method; 7.7 The Bootstrap; CHAPTER 8: Transformations; 8.1 Transformation Basics; 8.2 A General Approach to Transformations; 8.3 Transforming the Response 8.4 Transformations of Nonpositive Variables8.5 Additive Models; CHAPTER 9: Regression Diagnostics; 9.1 The Residuals; 9.2 Testing for Curvature; 9.3 Nonconstant Variance; 9.4 Outliers; 9.5 Influence of Cases; 9.6 Normality Assumption; CHAPTER 10: Variable Selection; 10.1 Variable Selection and Parameter Assessment; 10.2 Variable Selection for Discovery; 10.3 Model Selection for Prediction; CHAPTER 11: Nonlinear Regression; 11.1 Estimation for Nonlinear Mean Functions; 11.2 Inference Assuming Large Samples; 11.3 Starting Values; 11.4 Bootstrap Inference; 11.5 Further Reading
520 ## - SUMMARY, ETC.
Summary, etc. "Providing a coherent set of basic methodology for applied linear regression without being encyclopedic, the fourth edition of Applied Linear Regression is thoroughly updated to help students master the theory and applications of linear regression modeling. Focusing on model building, assessing fit and reliability, and drawing conclusions, the text demonstrates how to develop estimation, confidence, and testing procedures primarily through the use of least squares regression. To facilitate quick learning, this updated edition stresses the use of graphical methods in an effort to find appropriate models and to better understand them"-- Provided by publisher.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element REGRESSION ANALYSIS
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Library of Congress Classification
Koha item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Total checkouts Full call number Barcode Date last seen Copy number Price effective from Koha item type
    Library of Congress Classification     Gen. Ed. - COE LRC - Main National University - Manila General Circulation 04/14/2015 Purchased - Amazon 102.94   GC QA 278.2 .W45 2014 NULIB000009311 05/20/2025 c.1 05/20/2025 Books