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Applied Regression Analysis: Doing, Interpreting and Reporting by Thrane: New
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eBay item number:403942589998
Item specifics
- Condition
- Book Title
- Applied Regression Analysis: Doing, Interpreting and Reporting
- Publication Date
- 2019-10-28
- Pages
- 192
- ISBN
- 9781138335486
- Publication Year
- 2019
- Type
- Textbook
- Format
- Trade Paperback
- Language
- English
- Publication Name
- Applied Regression Analysis
- Item Height
- 0.6in
- Item Length
- 9.2in
- Publisher
- Routledge
- Item Width
- 6.1in
- Item Weight
- 11.5 Oz
- Number of Pages
- 192 Pages
About this product
Product Information
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.
Product Identifiers
Publisher
Routledge
ISBN-10
1138335487
ISBN-13
9781138335486
eBay Product ID (ePID)
12038631220
Product Key Features
Publication Name
Applied Regression Analysis
Format
Trade Paperback
Language
English
Publication Year
2019
Type
Textbook
Number of Pages
192 Pages
Dimensions
Item Length
9.2in
Item Height
0.6in
Item Width
6.1in
Item Weight
11.5 Oz
Additional Product Features
Lc Classification Number
Ha31.3.T43 2020
Reviews
"This book finds a rare balance between applied statistical analysis and theory, giving students the confidence to apply regression analysis in their projects, while being aware of the potential pitfalls." -- Johan A. Elkink, Associate Professor in Social Science Research Methods, University College Dublin, Ireland "This book provides a short and bright path to understand the meaning and usefulness of regression analysis. If you are a student or policy maker with limited econometrics skills this book equips you with the right and sufficient skills." -- Dr. Maty Konte, United-Nations University
Table of Content
Part 1: The Basics 1. What is regression analysis? 2. Linear regression with a single independent variable 3. Linear regression with several independent variables: Multiple regression Part 2: The Foundations 4. Samples and populations, statistical uncertainty and testing of statistical significance 5. The assumptions of regression analysis Part 3: The Extensions 6. Beyond linear regression: Non-additivity, non-linearity and mediation 7. A categorical dependent variable: Logistic (logit) regression and related methods 8. An ordered (ordinal) dependent variable: Logistic (logit) regression 9. The quest for a causal effect: Instrumental variable (IV) regression Part 4: Regression Purposes, Academic Regression Projects and the Way Ahead 10. Regression purposes in various academic settings and how to perform them 11. The way ahead: Related techniques
Copyright Date
2020
Target Audience
College Audience
Topic
Probability & Statistics / Regression Analysis, General, Economics / General, Econometrics, Statistics
Lccn
2019-033569
Dewey Decimal
519.5/36
Dewey Edition
23
Illustrated
Yes
Genre
Business & Economics, Mathematics, Social Science
Item description from the seller
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eBay item number:403942589998
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WONDERFUL book! Better than described, in just like new condition [not just good]. Packaged very carefully, shipped very securely. Great seller, would buy from again in a heartbeat! No communication occurred, but I imagine it would have been as good as the rest of their customer service. Very happy with purchase, thank you very much!
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