Aki Roberts,John M. Roberts
Multiple Regression: A Practical Introduction
Multiple Regression: A Practical Introduction
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Multiple Regression: A Practical Introduction is a text for advanced undergraduate or beginning graduate courses in statistics for social science and related fields. It presents ideas in an approachable and nontechnical manner, with example analyses and interpretations and exercises. The book includes SPSS, Stata, SAS, and R code and commands, and solutions to two end-of-chapter exercise types are available for students to practice.
Format: Paperback / softback
Length: 280 pages
Publication date: 02 March 2021
Publisher: SAGE Publications Inc
Multiple Regression: A Practical Introduction is a comprehensive textbook designed for advanced undergraduate or beginning graduate courses in statistics for social science and related fields. It serves as a valuable resource for students seeking to enhance their statistical knowledge and understanding. The authors, with extensive teaching experience in this area, present the concepts in a user-friendly and nontechnical manner, assuming only a basic introductory statistics course as a prerequisite.
Multiple regression delves into the relationship between a dependent variable and a set of independent variables, aiming to predict or explain the former based on the latter. The book offers a wealth of engaging example analyses and interpretations, accompanied by comprehensive exercises. Each dataset utilized for the examples and exercises is relatively small, allowing readers to grasp the entirety of the dataset and its analysis in relation to the specific statistical techniques covered.
To further enhance the learning experience, the book includes a website featuring SPSS, Stata, SAS, and R code and commands for each type of analysis or recoding of variables discussed in the text. Additionally, solutions to two types of end-of-chapter exercises are provided for students to practice and reinforce their understanding. On the instructor's side of the website, editable PowerPoint slides, additional solutions, and a test bank are available to support teaching and learning.
By utilizing Multiple Regression: A Practical Introduction, students can develop a strong foundation in multiple regression analysis, enabling them to apply these techniques to various social science research and data analysis endeavors.
Weight: 496g
Dimension: 182 x 255 x 17 (mm)
ISBN-13: 9781544339702
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