Understanding regression analysis: an introductory iuide
Larry Schroeder
Understanding regression analysis: an introductory iuide by Larry Schroeder - 2nd Ed - New Delhi Sage 2017 - xv, 104 Pages: Illustrations; 16 cm.
1. Linear Regression
Introduction
Hypothesized Relationships
A Numerical Example
Estimating a Linear Relationship
Least Squares Regression
Examples
The Linear Correlation Coefficient
The Coefficient of Determination
Regression and Correlation
Summary
2. Multiple Linear Regression
Introduction
Estimating Regression Coefficients
Standardized Coefficients
Understanding Regression Analysis: An Introductory Guide presents the fundamentals of regression analysis, from its meaning to uses, in a concise, easy-to-read, and non-technical style. It illustrates how regression coefficients are estimated, interpreted, and used in a variety of settings within the social sciences, business, law, and public policy. Packed with applied examples and using few equations, the book walks readers through elementary material using a verbal, intuitive interpretation of regression coefficients, associated statistics, and hypothesis tests. The Second Edition features updated examples and new references to modern software output.
9781506332888
300.1519536
Understanding regression analysis: an introductory iuide by Larry Schroeder - 2nd Ed - New Delhi Sage 2017 - xv, 104 Pages: Illustrations; 16 cm.
1. Linear Regression
Introduction
Hypothesized Relationships
A Numerical Example
Estimating a Linear Relationship
Least Squares Regression
Examples
The Linear Correlation Coefficient
The Coefficient of Determination
Regression and Correlation
Summary
2. Multiple Linear Regression
Introduction
Estimating Regression Coefficients
Standardized Coefficients
Understanding Regression Analysis: An Introductory Guide presents the fundamentals of regression analysis, from its meaning to uses, in a concise, easy-to-read, and non-technical style. It illustrates how regression coefficients are estimated, interpreted, and used in a variety of settings within the social sciences, business, law, and public policy. Packed with applied examples and using few equations, the book walks readers through elementary material using a verbal, intuitive interpretation of regression coefficients, associated statistics, and hypothesis tests. The Second Edition features updated examples and new references to modern software output.
9781506332888
300.1519536