A Practical Introduction to Regression Discontinuity: Extensions, Matias D. Cattaneo, Nicolas Idrobo, Rocio Titiunik

Автор: Matias D. Cattaneo, Nicolas Idrobo, Rocio Titiunik
Название: A Practical Introduction to Regression Discontinuity: Extensions
ISBN: 1009441906 ISBN-13(EAN): 9781009441902
Издательство: Cambridge Academ
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Цена: 19010.00 T
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Описание: In this Element, which continues our discussion in Foundations, the authors provide an accessible and practical guide for the analysis and interpretation of Regression Discontinuity (RD) designs that encourages the use of a common set of practices and facilitates the accumulation of RD-based empirical evidence. The focus is on extensions to the canonical sharp RD setup that we discussed in Foundations. The discussion covers (i) the local randomization framework for RD analysis, (ii) the fuzzy RD design where compliance with treatment is imperfect, (iii) RD designs with discrete scores, and (iv) and multi-dimensional RD designs.

Автор: Lee Myoung-Jae
Название: Matching, Regression Discontinuity, Difference in Differences, and Beyond
ISBN: 0190258748 ISBN-13(EAN): 9780190258740
Издательство: Oxford Academ
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Цена: 38010.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book reviews the three most popular methods (and their extensions) in applied economics and other social sciences: matching, regression discontinuity, and difference in differences. The book introduces the underlying econometric/statistical ideas, shows what is identified and how the identified parameters are estimated, and then illustrates how they are applied with real empirical examples. The book emphasizes how to implement the three methods with data: many data and programs are provided in the online appendix. All readers---theoretical econometricians/statisticians, applied economists/social-scientists and researchers/students---will find something useful in the book from different perspectives.

Автор: J. Barkley Rosser
Название: From Catastrophe to Chaos: A General Theory of Economic Discontinuities
ISBN: 9401716153 ISBN-13(EAN): 9789401716154
Издательство: Springer
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Цена: 204970.00 T
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Описание: From Catastrophe to Chaos: A General Theory of Economic Discontinuities presents and unusual perspective on economics and economic analysis.

Автор: Kwen Fee Lian; Md Mizanur Rahman; Yabit bin Alas
Название: International Migration in Southeast Asia
ISBN: 9812877118 ISBN-13(EAN): 9789812877116
Издательство: Springer
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Цена: 83850.00 T
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Описание: This book is a collection of work by migration scholars and researchers who are actively conducting fieldwork in Southeast Asia.

Автор: Arkes, Jeremy
Название: Regression analysis
ISBN: 1032257830 ISBN-13(EAN): 9781032257839
Издательство: Taylor&Francis
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Цена: 40820.00 T
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Описание: This thoroughly practical and engaging textbook is designed to equip students with the skills needed to undertake sound regression analysis without requiring high-level math. Regression Analysis covers the concepts needed to design optimal regression models and to properly interpret regressions.

Автор: Roberts Aki, Roberts John M.
Название: Multiple Regression: A Practical Introduction
ISBN: 1544339704 ISBN-13(EAN): 9781544339702
Издательство: Sage Publications
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Цена: 88710.00 T
Наличие на складе: Поставка под заказ.
Описание: Multiple Regression: A Practical Introduction is a text for an advanced undergraduate or beginning graduate course in statistics for social science and related fields. Also, students preparing for more advanced courses can self-study the text to refresh and solidify their statistical background. Drawing on decades of teaching this material, the authors present the ideas in an approachable and nontechnical manner, with no expectation that readers have more than a standard introductory statistics course as background. Multiple regression asks how a dependent variable is related to, or predicted by, a set of independent variables. The book includes many interesting example analyses and interpretations, along with exercises. Each dataset used for the examples and exercises is small enough for readers to easily grasp the entire dataset and its analysis with respect to the specific statistical techniques covered. SPSS, Stata, SAS, and R code and commands for each type of analysis or recoding of variables in the book are available on an accompanying website, along with solutions to the exercises (on the instructor site).

Автор: Arkes J.
Название: Regression Analysis: A Practical Introduction, 1st Edition
ISBN: 1138541435 ISBN-13(EAN): 9781138541436
Издательство: Taylor&Francis
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Цена: 68390.00 T
Наличие на складе: Нет в наличии.
Описание: With the rise of "big data," there is an increasing demand to learn the skills needed to undertake sound quantitative analysis without requiring students to spend too much time on high-level math and proofs. This book provides an efficient alternative approach, with more time devoted to the practical aspects of regression analysis and how to recognize the most common pitfalls. By doing so, the book will better prepare readers for conducting, interpreting, and assessing regression analyses, while simultaneously making the material simpler and more enjoyable to learn. Logical and practical in approach, Regression Analysis teaches: (1) the tools for conducting regressions; (2) the concepts needed to design optimal regression models (based on avoiding the pitfalls); and (3) the proper interpretations of regressions. Furthermore, this book emphasizes honesty in research, with a prevalent lesson being that statistical significance is not the goal of research. This book is an ideal introduction to regression analysis for anyone learning quantitative methods in the social sciences, business, medicine, and data analytics. It will also appeal to researchers and academics looking to better understand what regressions do, what their limitations are, and what they can tell us. This will be the most engaging book on regression analysis (or Econometrics) you will ever read!