Understanding regression analysis: an introductory iuide by Larry Schroeder

By:

Larry Schroeder [Author]

Contributor(s):

Publication details: Sage New Delhi 2017Edition: 2nd EdDescription: xv, 104 Pages: Illustrations; 16 cmISBN:

9781506332888

DDC classification:

300.1519536

Contents:

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

Abstract: 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.

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Item type	Current library	Collection	Call number	Status	Date due	Barcode
Book	Indian Institute of Management Visakhapatnam		300.1519536 (Browse shelf(Opens below))	Checked out	04/27/2024	001636
Book	Indian Institute of Management Visakhapatnam General Stacks	Non-fiction	300.1519536 SCH (Browse shelf(Opens below))	Checked out	04/23/2023	001252

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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.

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