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Analysis Techniques for non-Experimental Data: An Introduction
ISBN
9789462368354
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This book starts with a short refresher course of regression analysis, the workhorse of quantitative analysis. The book next discusses five analysis techniques that make it possible to make causal inference - with the necessary caution: - namely propensity score matching, instrumental variables, the regression discontinuity design, fixed effects models and trajectory analysis. The five analysis techniques are discussed relatively briefly and conceptually, with a minimum of formulas - reason this book cannot be regarded as more than an introduction to each of these techniques. At the end of each chapter there is a list with key publications for each technique that the reader can refer to for more information on statistical issues, and for variations on and special cases of the techniques.
ISBN:
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ISBN | 9789462368354 |
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Auteur | C.C.J.H. Bijleveld |
Publisher | Eleven international publishing |
Taal | Engels |
Publicatiejaar | 2018 |
Uitvoering | Paperback |
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