Introduction to Linear Regression Analysis

4 valoración promedio
( 50 valoraciones por Goodreads )
 
9780471754954: Introduction to Linear Regression Analysis

A comprehensive and up-to-date introduction to the fundamentals of regression analysis
The Fourth Edition of Introduction to Linear Regression Analysis describes both the conventional and less common uses of linear regression in the practical context of today's mathematical and scientific research. This popular book blends both theory and application to equip the reader with an understanding of the basic principles necessary to apply regression model-building techniques in a wide variety of application environments. It assumes a working knowledge of basic statistics and a familiarity with hypothesis testing and confidence intervals, as well as the normal, t, x2, and F distributions.

Illustrating all of the major procedures employed by the contemporary software packages MINITAB(r), SAS(r), and S-PLUS(r), the Fourth Edition begins with a general introduction to regression modeling, including typical applications. A host of technical tools are outlined, such as basic inference procedures, introductory aspects of model adequacy checking, and polynomial regression models and their variations. The book discusses how transformations and weighted least squares can be used to resolve problems of model inadequacy and also how to deal with influential observations. Subsequent chapters discuss:
* Indicator variables and the connection between regression and analysis-of-variance models
* Variable selection and model-building techniques and strategies
* The multicollinearity problem--its sources, effects, diagnostics, and remedial measures
* Robust regression techniques such as M-estimators, and properties of robust estimators
* The basics of nonlinear regression
* Generalized linear models
* Using SAS(r) for regression problems

This book is a robust resource that offers solid methodology for statistical practitioners and professionals in the fields of engineering, physical and chemical sciences, economics, management, life and biological sciences, and the social sciences. Both the accompanying FTP site, which contains data sets, extensive problem solutions, software hints, and PowerPoint(r) slides, as well as the book's revised presentation of topics in increasing order of complexity, facilitate its use in a classroom setting.

With its new exercises and structure, this book is highly recommended for upper-undergraduate and beginning graduate students in mathematics, engineering, and natural sciences. Scientists and engineers will find the book to be an excellent choice for reference and self-study.

"Sinopsis" puede pertenecer a otra edición de este libro.

About the Author:

DOUGLAS C. MONTGOMERY is ASU Foundation Professor of Engineering and Professor of Statistics at Arizona State University.

ELIZABETH A. PECK is Logistics Modeling Specialist at the Coca-Cola Company in Atlanta, Georgia.

G. GEOFFREY VINING is Professor and Head of the Department of Statistics at Virginia Polytechnic Institute and State University. All three authors have published extensively in both journals and books.

Review:

"This book represents a very competent and very comprehensive monograph on regression analysis. It can highly be recommended to anyone who wants to perform a regression analysis for a given set of data." (Stat Papers, 2010)

"As with previous editions, the authors have produced a leading textbook on regression." (Journal of the American Statistical Association, December 2007)

"...written by the best in the field and I strongly recommend it both as a textbook and as a handy reference..." (Technometrics, May 2007)

"...an excellent reference and...self-teaching text for anyone with a basic level of statistical knowledge." (MAA Reviews, August 21, 2006)

"Sobre este título" puede pertenecer a otra edición de este libro.

Los mejores resultados en AbeBooks

1.

Montgomery, Douglas C.;Peck, Elizabeth A.;Vining, G. Geoffrey
Editorial: Hoboken, New Jersey, U.S.A.: Wiley-Interscience (2006)
ISBN 10: 0471754951 ISBN 13: 9780471754954
Nuevos Tapa dura Cantidad: 3
Librería
LINDABOOK
(Taipei, TP, Taiwan)
Valoración
[?]

Descripción Hoboken, New Jersey, U.S.A.: Wiley-Interscience, 2006. Hardcover. Estado de conservación: New. 4th Edition. Ship out 1-2 business day,Brand new,US edition, Free tracking number usually 2-4 biz days delivery to worldwide Same shipping fee with US, Canada,Europe country, Australia, item will ship out from either LA or Asia,e. Nº de ref. de la librería ABE-7146932537

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 69,10
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 8,38
De Taiwan a Estados Unidos de America
Destinos, gastos y plazos de envío

2.

Douglas C. Montgomery; Elizabeth A. Peck; G. Geoffrey Vining
ISBN 10: 0471754951 ISBN 13: 9780471754954
Nuevos Cantidad: 1
Librería
BennettBooksLtd
(San Diego, CA, Estados Unidos de America)
Valoración
[?]

Descripción Estado de conservación: New. New. Nº de ref. de la librería S-0471754951

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 106,58
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 4,19
A Estados Unidos de America
Destinos, gastos y plazos de envío

3.

Montgomery, Douglas C.
Editorial: John Wiley & Sons (2016)
ISBN 10: 0471754951 ISBN 13: 9780471754954
Nuevos Paperback Cantidad: 1
Impresión bajo demanda
Librería
Ria Christie Collections
(Uxbridge, Reino Unido)
Valoración
[?]

Descripción John Wiley & Sons, 2016. Paperback. Estado de conservación: New. PRINT ON DEMAND Book; New; Publication Year 2016; Not Signed; Fast Shipping from the UK. No. book. Nº de ref. de la librería ria9780471754954_lsuk

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 110,25
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 4,37
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

4.

Douglas C. Montgomery
Editorial: Wiley?Blackwell (2006)
ISBN 10: 0471754951 ISBN 13: 9780471754954
Nuevos Cantidad: > 20
Impresión bajo demanda
Librería
Pbshop
(Wood Dale, IL, Estados Unidos de America)
Valoración
[?]

Descripción Wiley?Blackwell, 2006. HRD. Estado de conservación: New. New Book.Shipped from US within 10 to 14 business days.THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Nº de ref. de la librería IP-9780471754954

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 116,34
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,38
A Estados Unidos de America
Destinos, gastos y plazos de envío

5.

Montgomery, Douglas C.; Peck, Elizabeth A.; Vining, G. Geoffrey
Editorial: Wiley-Interscience
ISBN 10: 0471754951 ISBN 13: 9780471754954
Nuevos Tapa dura Cantidad: 1
Librería
Cloud 9 Books
(Wellington, FL, Estados Unidos de America)
Valoración
[?]

Descripción Wiley-Interscience. Hardcover. Estado de conservación: New. 0471754951 New Condition. Nº de ref. de la librería NEW7.0186830

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 117,43
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 4,22
A Estados Unidos de America
Destinos, gastos y plazos de envío

6.

Montgomery, Douglas C.
Editorial: Wiley?Blackwell (2006)
ISBN 10: 0471754951 ISBN 13: 9780471754954
Nuevos Cantidad: > 20
Impresión bajo demanda
Librería
Books2Anywhere
(Fairford, GLOS, Reino Unido)
Valoración
[?]

Descripción Wiley?Blackwell, 2006. HRD. Estado de conservación: New. New Book. Delivered from our US warehouse in 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND.Established seller since 2000. Nº de ref. de la librería IP-9780471754954

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 119,36
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 10,14
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

7.

Montgomery, Douglas C.
Editorial: Wiley-Interscience (2017)
ISBN 10: 0471754951 ISBN 13: 9780471754954
Nuevos Tapa dura Cantidad: > 20
Impresión bajo demanda
Librería
Murray Media
(North Miami Beach, FL, Estados Unidos de America)
Valoración
[?]

Descripción Wiley-Interscience, 2017. Hardcover. Estado de conservación: New. Never used! This item is printed on demand. Nº de ref. de la librería 0471754951

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 148,78
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 1,68
A Estados Unidos de America
Destinos, gastos y plazos de envío

8.

Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining
Editorial: John Wiley Sons Inc, United States (2006)
ISBN 10: 0471754951 ISBN 13: 9780471754954
Nuevos Tapa dura Cantidad: 10
Impresión bajo demanda
Librería
The Book Depository US
(London, Reino Unido)
Valoración
[?]

Descripción John Wiley Sons Inc, United States, 2006. Hardback. Estado de conservación: New. 4th Revised edition. Language: English . Brand New Book ***** Print on Demand *****. A comprehensive and up-to-date introduction to the fundamentals of regression analysis The Fourth Edition of Introduction to Linear Regression Analysis describes both the conventional and less common uses of linear regression in the practical context of today s mathematical and scientific research. This popular book blends both theory and application to equip the reader with an understanding of the basic principles necessary to apply regression model-building techniques in a wide variety of application environments. It assumes a working knowledge of basic statistics and a familiarity with hypothesis testing and confidence intervals, as well as the normal, t, x2, and F distributions. Illustrating all of the major procedures employed by the contemporary software packages MINITAB(r), SAS(r), and S-PLUS(r), the Fourth Edition begins with a general introduction to regression modeling, including typical applications. A host of technical tools are outlined, such as basic inference procedures, introductory aspects of model adequacy checking, and polynomial regression models and their variations. The book discusses how transformations and weighted least squares can be used to resolve problems of model inadequacy and also how to deal with influential observations. Subsequent chapters discuss: Indicator variables and the connection between regression and analysis-of-variance models Variable selection and model-building techniques and strategies The multicollinearity problem--its sources, effects, diagnostics, and remedial measures Robust regression techniques such as M-estimators, and properties of robust estimators The basics of nonlinear regression Generalized linear models Using SAS(r) for regression problems This book is a robust resource that offers solid methodology for statistical practitioners and professionals in the fields of engineering, physical and chemical sciences, economics, management, life and biological sciences, and the social sciences. Both the accompanying site, which contains data sets, extensive problem solutions, software hints, and PowerPoint(r) slides, as well as the book s revised presentation of topics in increasing order of complexity, facilitate its use in a classroom setting. With its new exercises and structure, this book is highly recommended for upper-undergraduate and beginning graduate students in mathematics, engineering, and natural sciences. Scientists and engineers will find the book to be an excellent choice for reference and self-study. Nº de ref. de la librería APC9780471754954

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 154,92
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

9.

Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining
Editorial: John Wiley Sons Inc, United States (2006)
ISBN 10: 0471754951 ISBN 13: 9780471754954
Nuevos Tapa dura Cantidad: 10
Impresión bajo demanda
Librería
The Book Depository
(London, Reino Unido)
Valoración
[?]

Descripción John Wiley Sons Inc, United States, 2006. Hardback. Estado de conservación: New. 4th Revised edition. Language: English . Brand New Book ***** Print on Demand *****.A comprehensive and up-to-date introduction to the fundamentals of regression analysis The Fourth Edition of Introduction to Linear Regression Analysis describes both the conventional and less common uses of linear regression in the practical context of today s mathematical and scientific research. This popular book blends both theory and application to equip the reader with an understanding of the basic principles necessary to apply regression model-building techniques in a wide variety of application environments. It assumes a working knowledge of basic statistics and a familiarity with hypothesis testing and confidence intervals, as well as the normal, t, x2, and F distributions. Illustrating all of the major procedures employed by the contemporary software packages MINITAB(r), SAS(r), and S-PLUS(r), the Fourth Edition begins with a general introduction to regression modeling, including typical applications. A host of technical tools are outlined, such as basic inference procedures, introductory aspects of model adequacy checking, and polynomial regression models and their variations. The book discusses how transformations and weighted least squares can be used to resolve problems of model inadequacy and also how to deal with influential observations. Subsequent chapters discuss: Indicator variables and the connection between regression and analysis-of-variance models Variable selection and model-building techniques and strategies The multicollinearity problem--its sources, effects, diagnostics, and remedial measures Robust regression techniques such as M-estimators, and properties of robust estimators The basics of nonlinear regression Generalized linear models Using SAS(r) for regression problems This book is a robust resource that offers solid methodology for statistical practitioners and professionals in the fields of engineering, physical and chemical sciences, economics, management, life and biological sciences, and the social sciences. Both the accompanying site, which contains data sets, extensive problem solutions, software hints, and PowerPoint(r) slides, as well as the book s revised presentation of topics in increasing order of complexity, facilitate its use in a classroom setting. With its new exercises and structure, this book is highly recommended for upper-undergraduate and beginning graduate students in mathematics, engineering, and natural sciences. Scientists and engineers will find the book to be an excellent choice for reference and self-study. Nº de ref. de la librería APC9780471754954

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 155,95
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

10.

Douglas C. Montgomery
Editorial: Wiley-Interscience 2006-07-21 (2006)
ISBN 10: 0471754951 ISBN 13: 9780471754954
Nuevos Tapa dura Cantidad: 1
Librería
Lost Books
(AUSTIN, TX, Estados Unidos de America)
Valoración
[?]

Descripción Wiley-Interscience 2006-07-21, 2006. Hardcover. Estado de conservación: New. 4. 0471754951. Nº de ref. de la librería 548168

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 161,02
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,38
A Estados Unidos de America
Destinos, gastos y plazos de envío

Existen otras copia(s) de este libro

Ver todos los resultados de su búsqueda