Applied regression and modeling : a computer integrated approach /

This book creates a balance between the theory, practical applications, and computer implementation behind Regression--one of the most widely used techniques in analyzing and solving real world problems. The book begins with a thorough explanation of prerequisite knowledge with a discussion of Simpl...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Sahay, Amar (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, New York (222 East 46th Street, New York, NY 10017) : Business Expert Press, 2016.
Edición:First edition.
Colección:Quantitative approaches to decision making collection.
Temas:
Regression analysis > Data processing.
Analyse de régression > Informatique.
MATHEMATICS > Applied.
MATHEMATICS > Probability & Statistics > General.
Regression analysis > Data processing
coefficient of correlation
correlation
dependent variable
dummy variable
independent variable
interaction model
least squares estimates
least squares prediction equation
linear regression
multiple coefficient of determination
multiple regression and modeling
nonlinear models
regression line
residual analysis
scatterplot
second-order model
stepwise regression
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 1. Introduction to regression and correlation analysis
  • 2. Regression, covariance, and coefficient of correlation
  • 3. Illustration of least squares regression method
  • 4. Regression analysis using a computer
  • 5. Multiple regression: computer analysis
  • 6. Model building and computer analysis
  • 7. Models with qualitative independent (dummy) variables, interaction models, all subset and stepwise regression models with computer analysis
  • 8. Notes on implementation of regression models
  • Bibliography
  • Index.

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