Estimating Causal Effects By Utilizing Exogenous Variation To Limit The Self Selection Problem

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Handbook of Labor Economics

Author : Orley Ashenfelter,David Card
Publisher : Elsevier
Page : 800 pages
File Size : 44,5 Mb
Release : 1999-11-18
Category : Business & Economics
ISBN : 0444501894

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Handbook of Labor Economics by Orley Ashenfelter,David Card Pdf

A guide to the continually evolving field of labour economics.

The Oxford Handbook of Social and Political Trust

Author : Eric M. Uslaner
Publisher : Oxford University Press
Page : 752 pages
File Size : 42,9 Mb
Release : 2018-01-02
Category : Political Science
ISBN : 9780190274818

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The Oxford Handbook of Social and Political Trust by Eric M. Uslaner Pdf

This volume explores the foundations of trust, and whether social and political trust have common roots. Contributions by noted scholars examine how we measure trust, the cultural and social psychological roots of trust, the foundations of political trust, and how trust concerns the law, the economy, elections, international relations, corruption, and cooperation, among myriad societal factors. The rich assortment of essays on these themes addresses questions such as: How does national identity shape trust, and how does trust form in developing countries and in new democracies? Are minority groups less trusting than the dominant group in a society? Do immigrants adapt to the trust levels of their host countries? Does group interaction build trust? Does the welfare state promote trust and, in turn, does trust lead to greater well-being and to better health outcomes? The Oxford Handbook of Social and Political Trust considers these and other questions of critical importance for current scholarly investigations of trust.

Econometric Analysis of Cross Section and Panel Data, second edition

Author : Jeffrey M. Wooldridge
Publisher : MIT Press
Page : 1095 pages
File Size : 55,5 Mb
Release : 2010-10-01
Category : Business & Economics
ISBN : 9780262232586

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Econometric Analysis of Cross Section and Panel Data, second edition by Jeffrey M. Wooldridge Pdf

The second edition of a comprehensive state-of-the-art graduate level text on microeconometric methods, substantially revised and updated. The second edition of this acclaimed graduate text provides a unified treatment of two methods used in contemporary econometric research, cross section and data panel methods. By focusing on assumptions that can be given behavioral content, the book maintains an appropriate level of rigor while emphasizing intuitive thinking. The analysis covers both linear and nonlinear models, including models with dynamics and/or individual heterogeneity. In addition to general estimation frameworks (particular methods of moments and maximum likelihood), specific linear and nonlinear methods are covered in detail, including probit and logit models and their multivariate, Tobit models, models for count data, censored and missing data schemes, causal (or treatment) effects, and duration analysis. Econometric Analysis of Cross Section and Panel Data was the first graduate econometrics text to focus on microeconomic data structures, allowing assumptions to be separated into population and sampling assumptions. This second edition has been substantially updated and revised. Improvements include a broader class of models for missing data problems; more detailed treatment of cluster problems, an important topic for empirical researchers; expanded discussion of "generalized instrumental variables" (GIV) estimation; new coverage (based on the author's own recent research) of inverse probability weighting; a more complete framework for estimating treatment effects with panel data, and a firmly established link between econometric approaches to nonlinear panel data and the "generalized estimating equation" literature popular in statistics and other fields. New attention is given to explaining when particular econometric methods can be applied; the goal is not only to tell readers what does work, but why certain "obvious" procedures do not. The numerous included exercises, both theoretical and computer-based, allow the reader to extend methods covered in the text and discover new insights.

Mostly Harmless Econometrics

Author : Joshua D. Angrist,Jörn-Steffen Pischke
Publisher : Princeton University Press
Page : 392 pages
File Size : 44,9 Mb
Release : 2009-01-04
Category : Business & Economics
ISBN : 9780691120355

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Mostly Harmless Econometrics by Joshua D. Angrist,Jörn-Steffen Pischke Pdf

In addition to econometric essentials, this book covers important new extensions as well as how to get standard errors right. The authors explain why fancier econometric techniques are typically unnecessary and even dangerous.

Research Methods in Practice

Author : Dahlia K. Remler,Gregg G. Van Ryzin
Publisher : SAGE Publications
Page : 650 pages
File Size : 48,7 Mb
Release : 2021-08-24
Category : Social Science
ISBN : 9781544318400

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Research Methods in Practice by Dahlia K. Remler,Gregg G. Van Ryzin Pdf

Thoroughly updated to reflect changes in both research and methods, this Third Edition of Remler and Van Ryzin’s innovative, standard-setting text is imbued with a deep commitment to making social and policy research methods accessible and meaningful. Research Methods in Practice: Strategies for Description and Causation motivates readers to examine the logic and limits of social science research from academic journals and government reports. A central theme of causation versus description runs through the text, emphasizing the idea that causal research is essential to understanding the origins of social problems and their potential solutions. Readers will find excitement in the research experience as the best hope for improving the world in which we live, while also acknowledging the trade-offs and uncertainties in real-world research.

Causal Effects of Social Capital

Author : Yunsong Chen
Publisher : Springer Nature
Page : 485 pages
File Size : 40,9 Mb
Release : 2022-10-02
Category : Social Science
ISBN : 9789811959127

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Causal Effects of Social Capital by Yunsong Chen Pdf

This book presents a series of studies focusing on the role of social capital in the labor market and beyond. Using the effect of individual social capital on labor markets as an example, this book pays special attention to the origins of and solutions to the endogeneity problem. It uses several identification strategies to systematically test for the causal effects of social capital. First, this book constitutes the first attempt to offer a systematic account of the progress made by social scientists in improving causal inferences into the role of social capital in labor markets. Second, the book adopts specialized approaches—both classical and new—toward different sources of endogeneity. Incorporating the latest research from outside fields, such as economics, into sociological research is a small but significant methodological innovation. Third, in addition to empirical research, this book undertakes an innovative exploration of the theory of social capital. It creatively explains the dynamic evolution of social capital, which helps balance objectivism and subjectivism when analyzing interpersonal actions. For sociologists who focus on quantitative research methods and social capital, scholars who study Chinese societies, and related students, this book provides both advanced methods and rich empirical research.

The Estimation of Causal Effects by Difference-in-difference Methods

Author : Michael Lechner
Publisher : Foundations and Trends(r) in E
Page : 72 pages
File Size : 50,6 Mb
Release : 2011
Category : Business & Economics
ISBN : 1601984987

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The Estimation of Causal Effects by Difference-in-difference Methods by Michael Lechner Pdf

This monograph presents a brief overview of the literature on the difference-in-difference estimation strategy and discusses major issues mainly using a treatment effect perspective that allows more general considerations than the classical regression formulation that still dominates the applied work.

Corporate Responsibility and Human Resource Management

Author : Lena Katharina Göbel
Publisher : BoD – Books on Demand
Page : 266 pages
File Size : 47,6 Mb
Release : 2022-09-23
Category : Business & Economics
ISBN : 9783947095087

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Corporate Responsibility and Human Resource Management by Lena Katharina Göbel Pdf

In the past 30 years, corporate social responsibility (CSR), including the link between CSR and human resource management (HRM), has entered the agenda of managers and management researchers. In this context, "Responsible HRM" refers to the complete employee lifecycle, focusing on fair and transparent pay allocation and promotion decisions, especially with regard to discrimination based on demographic aspects such as gender, age, and race. Organizations can use Responsible HRM to tackle "grand challenges", such as (gender) inequality, within the organization and beyond, thus contributing to global problem solving. The empirical studies of this dissertation are at the intersection of CSR and HRM. They stress antecedents as well as the impact of CSR and Responsible HRM. Study 1 takes a broad and multifaceted perspective on CSR and its impact on organizational reputation. The remaining three studies focus on Responsible HRM and gender equality: Study 2 uses a comprehensive survey data analysis to explore the effects of the German "Transparency in Wage Structures Act", which aims to reduce the gender pay gap. Study 3 examines antecedents and outcomes of equality-enhancing HRM practices, especially pay transparency, by studying the relationships of works councils and management. Study 4 identifies the organizational advantages of promoting female employees into leadership positions, thus speaking to the problem of inequality in career opportunities.

The Routledge Handbook of Fiction and Belief

Author : Alison James,Akihiro Kubo,Françoise Lavocat
Publisher : Taylor & Francis
Page : 815 pages
File Size : 41,6 Mb
Release : 2023-12-22
Category : Fiction
ISBN : 9781000993363

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The Routledge Handbook of Fiction and Belief by Alison James,Akihiro Kubo,Françoise Lavocat Pdf

The Routledge Handbook of Fiction and Belief offers a fresh reevaluation of the relationship between fiction and belief, surveying key debates and perspectives from a range of disciplines including narrative and cultural studies, science, religion, and politics. This volume draws on global, cutting edge research and theory to investigate the historically variable understandings of fictionality, and allows readers to grasp the role of fictions in our understanding of the world. This interdisciplinary approach provides a thorough introduction to the fundamental themes of: Theoretical and Philosophical Perspectives on Fiction Fiction, Fact, and Science Social Effects and Uses of Fiction Fiction and Politics Fiction and Religion Questioning how fictions in fact shape, mediate or distort our beliefs about the real world, essays in this volume outline the state of theoretical debates from the perspectives of literary theory, philosophy, sociology, religious studies, history, and the cognitive sciences. It aims to take stock of the real or supposed effects that fiction has on the world, and to offer a wide-reaching reflection on the implications of belief in fictions in the so-called “post-truth” era.

Evaluation of German Active Labour Market Policies and their Organisational Framework

Author : Christoph R. Ehlert
Publisher : Springer Gabler
Page : 125 pages
File Size : 48,7 Mb
Release : 2015-12-08
Category : Business & Economics
ISBN : 9783658081126

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Evaluation of German Active Labour Market Policies and their Organisational Framework by Christoph R. Ehlert Pdf

For selected target groups, such as unemployed and disadvantaged youth, Christoph Ehlert demonstrates that flexible and well-targeted programmes significantly improve employment chances. To be effective, these programmes must combine individual coaching, classroom training and temporary work. Apart from the programmes, the organisational framework in which the programmes are allocated also influences the outcome. The author shows that the introduction of customer service centres, that streamlined the customers through the counselling and placement process, helped little in bringing unemployed back to work, while the introduction of action programmes even worsened the situation for the unemployed and job-seekers. Whereas the introduction of new placement software in German employment agencies led to an increase in regular employment and to more sustainable placements that exhibit longer tenures.

Elements of Causal Inference

Author : Jonas Peters,Dominik Janzing,Bernhard Scholkopf
Publisher : MIT Press
Page : 289 pages
File Size : 54,7 Mb
Release : 2017-11-29
Category : Computers
ISBN : 9780262037310

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Elements of Causal Inference by Jonas Peters,Dominik Janzing,Bernhard Scholkopf Pdf

A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning. The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a self-contained and concise introduction to causal models and how to learn them from data. After explaining the need for causal models and discussing some of the principles underlying causal inference, the book teaches readers how to use causal models: how to compute intervention distributions, how to infer causal models from observational and interventional data, and how causal ideas could be exploited for classical machine learning problems. All of these topics are discussed first in terms of two variables and then in the more general multivariate case. The bivariate case turns out to be a particularly hard problem for causal learning because there are no conditional independences as used by classical methods for solving multivariate cases. The authors consider analyzing statistical asymmetries between cause and effect to be highly instructive, and they report on their decade of intensive research into this problem. The book is accessible to readers with a background in machine learning or statistics, and can be used in graduate courses or as a reference for researchers. The text includes code snippets that can be copied and pasted, exercises, and an appendix with a summary of the most important technical concepts.

Ethnic Politics, Regime Support and Conflict in Central and Eastern Europe

Author : Julian Bernauer
Publisher : Springer
Page : 176 pages
File Size : 44,7 Mb
Release : 2015-08-10
Category : Political Science
ISBN : 9781137481696

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Ethnic Politics, Regime Support and Conflict in Central and Eastern Europe by Julian Bernauer Pdf

Ethnicity and ethnic parties have often been portrayed as a threat to political stability. This book challenges the notion that the organization of politics in heterogeneous societies should overcome ethnicity. Rather, descriptive representation of ethnic groups has potential to increase regime support and reduce conflict.

21st Century Economics: A Reference Handbook

Author : Rhona C. Free
Publisher : SAGE Publications
Page : 1038 pages
File Size : 42,8 Mb
Release : 2010-05-14
Category : Business & Economics
ISBN : 9781452266312

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21st Century Economics: A Reference Handbook by Rhona C. Free Pdf

Interest in economics is at an all-time high. Among the challenges facing the nation is an economy with rapidly rising unemployment, failures of major businesses and industries, and continued dependence on oil with its wildly fluctuating price. Economists have dealt with such questions for generations, but they have taken on new meaning and significance. Tackling these questions and encompassing analysis of traditional economic theory and topics as well as those that economists have only more recently addressed, 21st Century Economics: A Reference Handbook is a must-have reference resource. Key Features Provides highly readable summaries of theory and models in key areas of micro and macroeconomics, helpful for students trying to get a "big picture" sense of the field Includes introductions to relevant theory as well as empirical evidence, useful for readers interested in learning about economic analysis of an issue as well for students embarking on research projects Features chapters focused on cutting-edge topics with appeal for economists seeking to learn about extensions of analysis into new areas as well as new approaches Presents models in graphical format and summarizes empirical evidence in ways that do not require much background in statistics or econometrics, so as to maximize accessibility to students

Microeconometrics

Author : A. Colin Cameron,Pravin K. Trivedi
Publisher : Cambridge University Press
Page : 128 pages
File Size : 42,9 Mb
Release : 2005-05-09
Category : Business & Economics
ISBN : 9781139444866

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Microeconometrics by A. Colin Cameron,Pravin K. Trivedi Pdf

This book provides the most comprehensive treatment to date of microeconometrics, the analysis of individual-level data on the economic behavior of individuals or firms using regression methods for cross section and panel data. The book is oriented to the practitioner. A basic understanding of the linear regression model with matrix algebra is assumed. The text can be used for a microeconometrics course, typically a second-year economics PhD course; for data-oriented applied microeconometrics field courses; and as a reference work for graduate students and applied researchers who wish to fill in gaps in their toolkit. Distinguishing features of the book include emphasis on nonlinear models and robust inference, simulation-based estimation, and problems of complex survey data. The book makes frequent use of numerical examples based on generated data to illustrate the key models and methods. More substantially, it systematically integrates into the text empirical illustrations based on seven large and exceptionally rich data sets.

Methods Matter

Author : Richard J. Murnane,John B. Willett
Publisher : Oxford University Press
Page : 416 pages
File Size : 52,5 Mb
Release : 2010-09-17
Category : Psychology
ISBN : 9780199890156

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Methods Matter by Richard J. Murnane,John B. Willett Pdf

Educational policy-makers around the world constantly make decisions about how to use scarce resources to improve the education of children. Unfortunately, their decisions are rarely informed by evidence on the consequences of these initiatives in other settings. Nor are decisions typically accompanied by well-formulated plans to evaluate their causal impacts. As a result, knowledge about what works in different situations has been very slow to accumulate. Over the last several decades, advances in research methodology, administrative record keeping, and statistical software have dramatically increased the potential for researchers to conduct compelling evaluations of the causal impacts of educational interventions, and the number of well-designed studies is growing. Written in clear, concise prose, Methods Matter: Improving Causal Inference in Educational and Social Science Research offers essential guidance for those who evaluate educational policies. Using numerous examples of high-quality studies that have evaluated the causal impacts of important educational interventions, the authors go beyond the simple presentation of new analytical methods to discuss the controversies surrounding each study, and provide heuristic explanations that are also broadly accessible. Murnane and Willett offer strong methodological insights on causal inference, while also examining the consequences of a wide variety of educational policies implemented in the U.S. and abroad. Representing a unique contribution to the literature surrounding educational research, this landmark text will be invaluable for students and researchers in education and public policy, as well as those interested in social science.