Applied Regression Analysis: Doing, Interpreting and Reporting

Name: Applied Regression Analysis: Doing, Interpreting and Reporting
Brand: Routledge
SKU: 9781138335479
Price: 14551.0 INR
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by Christer Thrane

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ISBN13: 9781138335479
Binding: Hardcover
Subject: N/A
Publisher: Routledge
Publisher Imprint: Routledge
Publication Date: October 30, 2019
Pages: 192
Original Price: GBP 171.99
Language: English
Edition: N/A
Item Weight: 545 grams
BISAC Subject(s): Economics / General

About The Book

This book is an introduction to regression analysis, focusing on the practicalities of doing regression analysis on real-life data.

Contrary to other textbooks on regression, this book is based on the idea that you do not necessarily need to know much about statistics and mathematics to get a firm grip on regression and perform it to perfection. This non-technical point of departure is complemented by practical examples of real-life data analysis using statistics software such as Stata, R and SPSS. Parts 1 and 2 of the book cover the basics, such as simple linear regression, multiple linear regression, how to interpret the output from statistics programs, significance testing and the key regression assumptions. Part 3 deals with how to practically handle violations of the classical linear regression assumptions, regression modeling for categorical y-variables and instrumental variable (IV) regression. Part 4 puts the various purposes of, or motivations for, regression into the wider context of writing a scholarly report and points to some extensions to related statistical techniques.

This book is written primarily for those who need to do regression analysis in practice, and not only to understand how this method works in theory. The book's accessible approach is recommended for students from across the social sciences.

About The Author

Christer Thrane holds a Ph.D. in Sociology and is Professor at Inland Norway University of Applied Sciences. His research interests include quantitative modeling studies in leisure, recreation, sports and tourism. He has 25 years of experience in teaching quantitative research methods and regression analysis.

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