| Título : | Applied Regression Analysis | | Tipo de documento: | Libro | | Autores: | Norman R. Draper, Autor ; Harry Smith, Autor | | Mención de edición: | 3rd.ed. | | Editorial: | New York : Wiley | | Fecha de publicación: | 1998 | | Colección: | Wiley Series in Probability and Statistics | | Número de páginas: | xii, 736 p. | | Il.: | il | | ISBN/ISSN/DL: | 978-0-471-17082-2 | | Idioma : | Inglés | | Clasificación: | [BFA] Ciencias Exactas y Aplicadas:Estadística
| | Palabras clave: | Análisis de regresión | | Nota de contenido: | Basic Prerequisite Knowledge.
Fitting a Straight Line by Least Squares.
Checking the Straight Line Fit.
Fitting Straight Lines: Special Topics.
Regression in Matrix Terms: Straight Line Case.
The General Regression Situation.
Extra Sums of Squares and Tests for Several Parameters Being Zero.
Serial Correlation in the Residuals and the Durbin-Watson Test.
More of Checking Fitted Models.
Multiple Regression: Special Topics.
Bias in Regression Estimates, and Expected Values of Mean Squares and Sums of Squares.
On Worthwhile Regressions, Big F's, and R¯2.
Models Containing Functions of the Predictors, Including Polynomial Models.
Transformation of the Response Variable.
"Dummy" Variables.
Selecting the "Best" Regression Equation.
III-Conditioning in Regression Data.
Ridge Regression.
Generalized Linear Models (GLIM).
Mixture Ingredients as Predictor Variables.
The Geometry of Least Squares.
More Geometry of Least Squares.
Orthogonal Polynomials and Summary Data.
Multiple Regression Applied to Analysis of Variance Problems.
An Introduction to Nonlinear Estimation.
Robust Regression.
Resampling Procedures (Bootstrapping).
Bibliography.
True/False Questions.
Answers to Exercises.
Tables.
| | Link: | https://www.bfa.fcnym.unlp.edu.ar/id/47257 |
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