Regression Analysis by Example

Chatterjee, Samprit

ISBN 10: 0470905840 / ISBN 13: 9780470905845

Verlag: Wiley, 2012

Beschreibung

Item in good condition. Textbooks may not include supplemental items i.e. CDs, access codes etc. Bestandsnummer des Verkäufers 00056210449

Bibliografische Details

Titel: Regression Analysis by Example

Verlag: Wiley

Erscheinungsdatum: 2012

Einband: Hardcover

Zustand: Good

Auflage: 5. oder spätere Auflage

Über diesen Titel

Inhaltsangabe:

PRAISE FOR THE FOURTH EDITION: "THIS BOOK IS . . . AN EXCELLENT SOURCE OF EXAMPLES FOR REGRESSION ANALYSIS. IT HAS BEEN AND STILL IS READILY READABLE AND UNDERSTANDABLE." —JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION REGRESSION ANALYSIS IS A CONCEPTUALLY SIMPLE METHOD FOR INVESTIGATING RELATIONSHIPS AMONG VARIABLES. CARRYING OUT A SUCCESSFUL APPLICATION OF REGRESSION ANALYSIS, HOWEVER, REQUIRES A BALANCE OF THEORETICAL RESULTS, EMPIRICAL RULES, AND SUBJECTIVE JUDGMENT. REGRESSION ANALYSIS BY EXAMPLE, FIFTH EDITION HAS BEEN EXPANDED AND THOROUGHLY UPDATED TO REFLECT RECENT ADVANCES IN THE FIELD. THE EMPHASIS CONTINUES TO BE ON EXPLORATORY DATA ANALYSIS RATHER THAN STATISTICAL THEORY. THE BOOK OFFERS IN–DEPTH TREATMENT OF REGRESSION DIAGNOSTICS, TRANSFORMATION, MULTICOLLINEARITY, LOGISTIC REGRESSION, AND ROBUST REGRESSION. THE BOOK NOW INCLUDES A NEW CHAPTER ON THE DETECTION AND CORRECTION OF MULTICOLLINEARITY, WHILE ALSO SHOWCASING THE USE OF THE DISCUSSED METHODS ON NEWLY ADDED DATA SETS FROM THE FIELDS OF ENGINEERING, MEDICINE, AND BUSINESS. THE FIFTH EDITION ALSO EXPLORES ADDITIONAL TOPICS, INCLUDING: SURROGATE RIDGE REGRESSION FITTING NONLINEAR MODELS ERRORS IN VARIABLES ANOVA FOR DESIGNED EXPERIMENTS METHODS OF REGRESSION ANALYSIS ARE CLEARLY DEMONSTRATED, AND EXAMPLES CONTAINING THE TYPES OF IRREGULARITIES COMMONLY ENCOUNTERED IN THE REAL WORLD ARE PROVIDED. EACH EXAMPLE ISOLATES ONE OR TWO TECHNIQUES AND FEATURES DETAILED DISCUSSIONS, THE REQUIRED ASSUMPTIONS, AND THE EVALUATED SUCCESS OF EACH TECHNIQUE. ADDITIONALLY, METHODS DESCRIBED THROUGHOUT THE BOOK CAN BE CARRIED OUT WITH MOST OF THE CURRENTLY AVAILABLE STATISTICAL SOFTWARE PACKAGES, SUCH AS THE SOFTWARE PACKAGE R. REGRESSION ANALYSIS BY EXAMPLE, FIFTH EDITION IS SUITABLE FOR ANYONE WITH AN UNDERSTANDING OF ELEMENTARY STATISTICS.

Críticas:

The text is suitable for anyone with an understanding of elementary statistics. (Zentralblatt MATH, 1 July 2013) All in all, here we have a nice and valuable up-to-date book showing examples how the famous ever-lasting regression analysis works with the data. No doubt, this book will continue to be frequently used in statistics classrooms. (International Statistical Review, 15 February 2013)