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About this product
Product Identifiers
PublisherMcgraw-Hill Education
ISBN-100073014664
ISBN-139780073014661
eBay Product ID (ePID)30241582
Product Key Features
Publication NameMp Applied Linear Regression Models-Revised Edition with Student CD
LanguageEnglish
SubjectProbability & Statistics / Regression Analysis, Decision-Making & Problem Solving, General, Statistics
Publication Year2004
TypeTextbook
AuthorJohn Neter, Michael H. Kutner, Christopher J. Nachtsheim
Subject AreaMathematics, Business & Economics
FormatHardcover
Dimensions
Item Height1.4 in
Item Weight59.2 Oz
Item Length9.4 in
Item Width7.7 in
Additional Product Features
Edition Number4
Intended AudienceCollege Audience
Dewey Edition21
Dewey Decimal519.5/36
Table Of ContentPart1 Simple Linear Regression 1Linear Regression with One Predictor Variable 2Inferences in Regression and Correlation Analysis 3Diagnostics and Remedial Measures 4 Simultaneous Inferences and Other Topics in Regression Analysis 5Matrix Approach to Simple Linear Regression Analysis Part 2Multiple Linear Regression 6Multiple Regression I 7 Multiple Regression II 8Building the Regression Model I: Models for Quantitative and Qualitative Predictors 9 Building the Regression Model II: Model Selection and Validation 10Building the Regression Model III: Diagnostics 11Remedial Measures and Alternative Regression Techniques 12Autocorrelation in Time Series Data Part 3Nonlinear Regression 13Introduction to Nonlinear Regression and Neural Networks 14Logistic Regression, Poisson Regression, and Generalized Linear Models
SynopsisKutner, Nachtsheim, Neter, Wasserman, Applied Linear Regression Models, 4/e (ALRM4e) is the long established leading authoritative text and reference on regression (previously Neter was lead author.) For students in most any discipline where statistical analysis or interpretation is used, ALRM has served as the industry standard. The text includes brief introductory and review material, and then proceeds through regression and modeling. All topics are presented in a precise and clear style supported with solved examples, numbered formulae, graphic illustrations, and "Comments" to provide depth and statistical accuracy and precision. Applications used within the text and the hallmark problems, exercises, and projects are drawn from virtually all disciplines and fields providing motivation for students in any discipline. ALRM 4e provides an increased use of computing and graphical analysis throughout, without sacrificing concepts or rigor.