Understanding Regression Analysis

Allen, Michael Patrick

ISBN 10: 0306456486 / ISBN 13: 9780306456480

Edité par Springer, 1997

A propos de cet article

Former library book; may include library markings. Used book that is in excellent condition. May show signs of wear or have minor defects.

N° de réf. du vendeur 4069943-6

Détails bibliographiques

• Titre: Understanding Regression Analysis
• Éditeur: Springer
• Date de parution: 1997
• Langue: anglais
• ISBN à 10 chiffres: 0306456486
• ISBN à 13 chiffres: 9780306456480
• Reliure: Couverture rigide
• Édition: 1st Edition.
• État de l'article: Very Good

A propos de ce titre

Synopsis

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.