Understanding Regression Analysis

Nonfiction, Health & Well Being, Medical, Reference, Public Health, Social & Cultural Studies, Social Science
Cover of the book Understanding Regression Analysis by Michael Patrick Allen, Springer US
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Michael Patrick Allen ISBN: 9780585256573
Publisher: Springer US Publication: November 23, 2007
Imprint: Springer Language: English
Author: Michael Patrick Allen
ISBN: 9780585256573
Publisher: Springer US
Publication: November 23, 2007
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer US

Cover of the book Diagnosis and Treatment of Autism by Michael Patrick Allen
Cover of the book Cancer Neutron Capture Therapy by Michael Patrick Allen
Cover of the book Handbook of Children’s Coping by Michael Patrick Allen
Cover of the book Chemical-Mechanical Polishing of Low Dielectric Constant Polymers and Organosilicate Glasses by Michael Patrick Allen
Cover of the book Blood-Brain Barrier by Michael Patrick Allen
Cover of the book Graves’ Disease by Michael Patrick Allen
Cover of the book The Year in Endocrinology 1977 by Michael Patrick Allen
Cover of the book The Measurement of Economic Relationships by Michael Patrick Allen
Cover of the book Nonlinear Structural Mechanics by Michael Patrick Allen
Cover of the book Design of Low-Voltage Bipolar Operational Amplifiers by Michael Patrick Allen
Cover of the book Psychoanalysis, Identity, and Ideology by Michael Patrick Allen
Cover of the book Cardiovascular Disease in the Elderly by Michael Patrick Allen
Cover of the book Human and Machine Perception by Michael Patrick Allen
Cover of the book The Pathobiology of Neoplasia by Michael Patrick Allen
Cover of the book Transesophageal Echocardiography by Michael Patrick Allen
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy