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portada Understanding Regression Analysis
Type
Physical Book
Publisher
Author
Year
2004
Language
English
Pages
216
Format
Paperback
Weight
0.74
ISBN
0306484331
ISBN13
9780306484339
Edition No.
1
Categories

Understanding Regression Analysis

Michael Patrick Allen (Author) · Springer · Paperback

Understanding Regression Analysis - Michael Patrick Allen

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Synopsis "Understanding Regression Analysis "

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.

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