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Introduction to Linear Regression Analysis, 6ed (An Indian Adaptation) by Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining, Wiley Editorial Team

Introduction to Linear Regression Analysis, 6ed (An Indian Adaptation)

by Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining, Wiley Editorial Team
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Book cover type: Paperback
  • ISBN13: 9789357461283
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Wiley
  • Publisher Imprint: Wiley
  • Publication Date:
  • Pages: 680
  • Original Price: INR 1229.0
  • Language: English
  • Edition: N/A
  • Item Weight: 1000 grams
  • BISAC Subject(s): N/A

This Indian adaptation of the sixth edition of the book builds on the conceptual strength and problem-solving approach of the original text to provide the best-suited content for Indian students. In line with the ethos of the original work, the text continues to provide a significant number of examples and problems with the modification of the existing content. More than a third of these examples and problems have been newly added or revised. ·Introduction ·Simple Linear Regression ·Multiple Linear Regression ·Model Adequacy Checking ·Transformations and Weighting to Correct Model Inadequacies ·Diagnostics for Leverage And Influence ·Polynomial Regression Models ·Indicator Variables ·Multicollinearity ·Variable Selection and Model Building ·Validation of Regression Models ·Introduction to Nonlinear Regression ·Generalized Linear Models ·Regression Analysis of Time Series Data ·Other Topics in The Use Of Regression Analysis

Douglas C. Montgomery, Ph.D., is a Regents Professor of Industrial Engineering and Statistics at Arizona State University. Elizabeth A. Peck, Ph.D., is a Logistics Modeling Specialist at the Coca-Cola Company in Atlanta, Georgia. G. Geoffrey Vining, Ph.D., is a Professor in the Department of Statistics at Virginia Polytechnic and State University.

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