# Understanding Regression Analysis

## Allen, Michael Patrick

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By assuming it is possible to understand regression analysis without fully comprehending all its underlying proofs and theories, this introduction to the widely used statistical technique is accessible to readers who may have only a rudimentary knowledge of mathematics. Chapters discuss:

-descriptive statistics using vector notation and the components of a simple regression model;
-the logic of sampling distributions and simple hypothesis testing;
-the basic operations of matrix algebra and the properties of the multiple regression model; -testing compound hypotheses and the application of the regression model to the analyses of variance and covariance, and
-structural equation models and influence statistics.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Recensione:

"Allen's book will, no doubt, earn the praises of statistics instructors and students alike...Provides the reader a thorough, yet lucid, journey through a variety of statistical concepts...This gem should be made a part of every prospective statistician's collection. Undergraduates through professional."
(Choice, March 1998)

Contenuti:

The Origins and Uses of Regression Analysis. Basic Matrix Algebra: Manipulating Vectors. The Mean and Variance of a Variable. Regression Models and Linear Functions. Errors of Prediction and Least-Squares Estimation. Least-Squares Regression and Covariance. Covariance and Linear Independence. Separating Explained and Error Variance. Transforming Variables to Standard Form. Regression Analysis with Standardized Variables. Populations, Samples, and Sampling Distributions. Sampling Distributions and Test Statistics. Testing Hypotheses Using the t Test. The t Test for the Simple Regression Coefficient. More Matrix Algebra: Manipulating Matrices. The Multiple Regression Model. Normal equations and Partial Regression Coefficients. Partial Regression and Residualized Variables. The Coefficient of Determination in Multiple Regression. Standard Errors of Partial Regression Coefficients. The Incremental Contributions of Variables. Testing Simple Hypotheses Using the F Test. Testing Compound Hypotheses Using the F Test. Testing Hypotheses in Nested Regression Models. Testing for Interaction in Multiple Regression. Nonlinear Relationships and Variable Transformations. 13 Additional Chapters. Appendices. Index.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

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#### Edizione in evidenza

ISBN 10: 0306456486 ISBN 13: 9780306456480
Casa editrice: Plenum Pub Corp, 1997
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## 1.Understanding Regression Analysis (Paperback)

Editore: Springer Science+Business Media, United States (2004)
ISBN 10: 0306484331 ISBN 13: 9780306484339
Nuovo Paperback Quantità: 10
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Descrizione libro Springer Science+Business Media, United States, 2004. Paperback. Condizione: New. Language: English. Brand new Book. By assuming it is possible to understand regression analysis without fully comprehending all its underlying proofs and theories, this introduction to the widely used statistical technique is accessible to readers who may have only a rudimentary knowledge of mathematics. Chapters discuss: -descriptive statistics using vector notation and the components of a simple regression model;-the logic of sampling distributions and simple hypothesis testing; -the basic operations of matrix algebra and the properties of the multiple regression model; -testing compound hypotheses and the application of the regression model to the analyses of variance and covariance, and -structural equation models and influence statistics. Softcover reprint of the original 1st ed. 1997. Codice articolo AAV9780306484339

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## 2.Understanding Regression Analysis

Editore: Springer (2004)
ISBN 10: 0306484331 ISBN 13: 9780306484339
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Descrizione libro Springer, 2004. PAP. Condizione: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Codice articolo LQ-9780306484339

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## 3.Understanding Regression Analysis

Editore: Springer 2013-10-04 (2013)
ISBN 10: 0306484331 ISBN 13: 9780306484339
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Descrizione libro Springer 2013-10-04, 2013. Paperback. Condizione: New. Codice articolo 6666-LSI-9780306484339

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## 4.Understanding Regression Analysis

Editore: Springer (2017)
ISBN 10: 0306484331 ISBN 13: 9780306484339
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Descrizione libro Springer, 2017. Paperback. Condizione: New. PRINT ON DEMAND Book; New; Publication Year 2017; Fast Shipping from the UK. No. book. Codice articolo ria9780306484339_lsuk

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## 5.Understanding Regression Analysis (Paperback)

Editore: Springer Science+Business Media, United States (2004)
ISBN 10: 0306484331 ISBN 13: 9780306484339
Nuovo Paperback Quantità: 10
Da
Book Depository hard to find
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Valutazione libreria

Descrizione libro Springer Science+Business Media, United States, 2004. Paperback. Condizione: New. Language: English. Brand new Book. By assuming it is possible to understand regression analysis without fully comprehending all its underlying proofs and theories, this introduction to the widely used statistical technique is accessible to readers who may have only a rudimentary knowledge of mathematics. Chapters discuss: -descriptive statistics using vector notation and the components of a simple regression model;-the logic of sampling distributions and simple hypothesis testing; -the basic operations of matrix algebra and the properties of the multiple regression model; -testing compound hypotheses and the application of the regression model to the analyses of variance and covariance, and -structural equation models and influence statistics. Softcover reprint of the original 1st ed. 1997. Codice articolo BZV9780306484339

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## 6.Understanding Regression Analysis

Editore: Springer (2004)
ISBN 10: 0306484331 ISBN 13: 9780306484339
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Descrizione libro Springer, 2004. PAP. Condizione: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Codice articolo LQ-9780306484339

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## 7.Understanding Regression Analysis

Editore: Springer US
ISBN 10: 0306484331 ISBN 13: 9780306484339
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Descrizione libro Springer US. Taschenbuch. Condizione: Neu. Dieser Artikel wird erst nach der Bestellung gedruckt.Neuware - By assuming it is possible to understand regression analysis without fully comprehending all its underlying proofs and theories, this introduction to the widely used statistical technique is accessible to readers who may have only a rudimentary knowledge of mathematics. Chapters discuss: -descriptive statistics using vector notation and the components of a simple regression model;-the logic of sampling distributions and simple hypothesis testing; -the basic operations of matrix algebra and the properties of the multiple regression model; -testing compound hypotheses and the application of the regression model to the analyses of variance and covariance, and -structural equation models and influence statistics. 232 pp. Englisch. Codice articolo 9780306484339

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## 8.Understanding Regression Analysis

Editore: Springer 2013-10-04 (2013)
ISBN 10: 0306484331 ISBN 13: 9780306484339
Nuovo Paperback Quantità: 20
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(Wallingford, Regno Unito)
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Descrizione libro Springer 2013-10-04, 2013. Paperback. Condizione: New. Codice articolo 6666-ING-9780306484339

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## 9.Understanding Regression Analysis [Paperback] Allen, Michael Patrick

ISBN 10: 0306484331 ISBN 13: 9780306484339
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Descrizione libro Condizione: New. New. Codice articolo S-0306484331

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