Applied Regression Analysis Book Information:

(Topics and chapters covered in detail below):

Overview & Summary ofApplied Regression Analysis Book

This classic text, with its emphasis on clear, thorough presentation of concepts and applications, offers a complete, easily accessible introduction to the fundamentals of regression analysis. Assuming only a basic knowledge of elementary statistics, Applied Regression Analysis, Third Edition focuses on the fitting and checking of both linear and nonlinear regression models, using small and large data sets, with pocket calculators or computers. Extensive support materials include sets of carefully designed exercises with full or partial solutions and a series of true or false questions with answers. All data sets used in both the text and the exercises can be found on the companion disk at the back of the book. Table of Contents:Basic Prerequisite KnowledgeFitting a Straight Line by Least SquaresChecking the Straight Line FitFitting Straight Lines: Special TopicsRegression in Matrix Terms: Straight Line CaseThe General Regression SituationExtra Sums of Squares and Tests for Several Parameters Being ZeroSerial Correlation in the Residuals and the Durbin-Watson TestMore of Checking Fitted ModelsMultiple Regression: Special TopicsBias in Regression Estimates and Expected Values of Mean Squares and Sums of SquaresOn Worthwhile Regressions, Big F's and R 2Models Containing Functions of the Predictors, Including Polynomial ModelsTransformation of the Response VariableDummy VariablesSelecting the Best Regression EquationConditioning in Regression DataRidge RegressionGeneralized Linear Models (GLIM)Mixture Ingredients as Predictor VariablesThe Geometry of Least SquaresMore Geometry of Least SquaresOrthogonal Polynomials and Summary DataMultiple Regression Applied to Analysis of Variance ProblemsAn Introduction to Nonlinear EstimationRobust RegressionResampling Procedures (Bootstrapping)BibliographyTrue or False QuestionsAnswers to ExercisesTablesIndexes

• Book Type :

Business, Strategy & Management

Book Binding :

Paperback

Language :

English

Number of Pages :

728 pages

ISBN - 10 :

8126531738

Applied Regression Analysis Published On :

29 Jul 2011

Resource:

Business & Economics, Business, Strategy & Management Books for Students, Teachers, Graudates, Professionals and all others

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