Download or read book Characterizing Selection Bias Using Experimental Data written by and published by . This book was released on 1998 with total page 61 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: This paper develops and applies semiparametric econometric methods to estimate the form of selection bias that arises from using nonexperimental comparison groups to evaluate social programs and to test the identifying assumptions that justify three widely-used classes of estimators and our extensions of them: (a) the method of matching; (b) the classical econometric selection model which represents the bias solely as a function of the probability of participation; and (c) the method of difference-in-differences. Using data from an experiment on a prototypical social program combined with unusually rich data from a nonexperimental comparison group, we reject the assumptions justifying matching and our extensions of that method but find evidence in support of the index-sufficient selection bias model and the assumptions that justify application of a conditional semiparametric version of the method of difference-in-difference. Fa comparable people and to appropriately weight participants and nonparticipants a sources of selection bias as conveniently measured. We present a rigorous defin bias and find that in our data it is a small component of conventially meausred it is still substantial when compared with experimentally-estimated program impa matching participants to comparison group members in the same labor market, givi same questionnaire, and making sure they have comparable characteristics substan the performance of any econometric program evaluation estimator. We show how t analysis to estimate the impact of treatment on the treated using ordinary obser.
Download or read book Characterizing Selection Bias written by and published by . This book was released on 1998 with total page 61 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Character Selection Bias Using Experimental Data written by James Joseph Heckman and published by . This book was released on 1998 with total page 61 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Conditioning on the Probability of Selection to Control Selection Bias written by Joshua David Angrist and published by . This book was released on 1995 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Propensity Score Analysis written by Shenyang Guo and published by SAGE Publications. This book was released on 2014-06-11 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fully updated to reflect the most recent changes in the field, the Second Edition of Propensity Score Analysis provides an accessible, systematic review of the origins, history, and statistical foundations of propensity score analysis, illustrating how it can be used for solving evaluation and causal-inference problems. With a strong focus on practical applications, the authors explore various strategies for employing PSA, discuss the use of PSA with alternative types of data, and delineate the limitations of PSA under a variety of constraints. Unlike existing textbooks on program evaluation and causal inference, this book delves into statistical concepts, formulas, and models within the context of a robust and engaging focus on application.
Download or read book Handbook of Econometrics written by Zvi Griliches and published by Elsevier. This book was released on 1983 with total page 1057 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook is a definitive reference source and teaching aid for econometricians. It examines models, estimation theory, data analysis and field applications in econometrics.
Download or read book Cross National Comparative Research Using Panel Surveys written by James P. Smith and published by Univ of Wisconsin Press. This book was released on 2010-03-01 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: This special issue revises and expands on presentations given at a conference on comparative research using international panel surveys held in Ann Arbor, Michigan. Five of the articles explicitly or implicitly examine international differences in savings behavior and wealth accumulation. The final two articles use international comparisons to assess the status of young children.
Download or read book Econometrics and Income Inequality written by Martin Biewen and published by MDPI. This book was released on 2018-11-26 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a printed edition of the Special Issue "Econometrics and Income Inequality" that was published in Econometrics
Download or read book Handbook of Development Economics written by Hollis Burnley Chenery and published by Elsevier. This book was released on 1988 with total page 1055 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook organizes chapters by sets of policies that are important components of discussions about how to facilitate development. In each chapter, authors identify and discuss the relevant theoretical and empirical literature that describes the fundamental problems that the policies seek to remedy or ameliorate, as well as the literature that evaluates the effects of the policies. It presents an accurate, self-contained survey of the current state of the field. It summarizes the most recent discussions, and elucidates new developments. Although original material is also included, the main aim is the provision of comprehensive and accessible surveys
Download or read book Encyclopedia of Finance written by Cheng-Few Lee and published by Springer Nature. This book was released on 2022-09-12 with total page 2746 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Encyclopedia of Finance comprehensively covers the broad spectrum of terms and topics relating finance from asset pricing models to option pricing models to risk management and beyond. This third edition is comprised of over 1,300 individual definitions, chapters, appendices and is the most comprehensive and up-to-date resource in the field, integrating the most current terminology, research, theory, and practical applications. It includes 200 new terms and essays; 25 new chapters and four new appendices. Showcasing contributions from an international array of experts, the revised edition of this major reference work is unparalleled in the breadth and depth of its coverage.
Download or read book The Oxford Handbook of Land Economics written by Joshua M. Duke and published by Oxford University Press. This book was released on 2014-05 with total page 769 pages. Available in PDF, EPUB and Kindle. Book excerpt: Land use change is one of the most pervasive socioeconomic forces affecting ecological systems, economic systems, and human wellbeing. This Oxford Handbook draws on recent advances in several economic fields that investigate land use behavior, making this a must-read for those who want to understand the frontier of land economics.
Download or read book Classification as a Tool for Research written by Hermann Locarek-Junge and published by Springer Science & Business Media. This book was released on 2010-08-03 with total page 825 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clustering and Classification, Data Analysis, Data Handling and Business Intelligence are research areas at the intersection of statistics, mathematics, computer science and artificial intelligence. They cover general methods and techniques that can be applied to a vast set of applications such as in business and economics, marketing and finance, engineering, linguistics, archaeology, musicology, biology and medical science. This volume contains the revised versions of selected papers presented during the 11th Biennial IFCS Conference and 33rd Annual Conference of the German Classification Society (Gesellschaft für Klassifikation - GfKl). The conference was organized in cooperation with the International Federation of Classification Societies (IFCS), and was hosted by Dresden University of Technology, Germany, in March 2009.
Download or read book Econometric Modeling and Inference written by Jean-Pierre Florens and published by Cambridge University Press. This book was released on 2007-07-02 with total page 17 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents the main statistical tools of econometrics, focusing specifically on modern econometric methodology. The authors unify the approach by using a small number of estimation techniques, mainly generalized method of moments (GMM) estimation and kernel smoothing. The choice of GMM is explained by its relevance in structural econometrics and its preeminent position in econometrics overall. Split into four parts, Part I explains general methods. Part II studies statistical models that are best suited for microeconomic data. Part III deals with dynamic models that are designed for macroeconomic and financial applications. In Part IV the authors synthesize a set of problems that are specific to statistical methods in structural econometrics, namely identification and over-identification, simultaneity, and unobservability. Many theoretical examples illustrate the discussion and can be treated as application exercises. Nobel Laureate James A. Heckman offers a foreword to the work.
Download or read book Handbook of the Economics of Education written by Eric A. Hanushek and published by Elsevier. This book was released on 2006-10-30 with total page 743 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbooks in Economics series continues to provide the various branches of economics with handbooks which are definitive reference sources, suitable for use by professional researchers, advanced graduate students, or by those seeking a teaching supplement. With contributions from leading researchers, each Handbook presents an accurate, self-contained survey of the current state of the topic under examination. These surveys summarize the most recent discussions in journals, and elucidate new developments. Although original material is also included, the main aim of this series is the provision of comprehensive and accessible surveys *Every volume contains contributions from leading researchers *Each Handbook presents an accurate, self-contained survey of a particular topic *The series provides comprehensive and accessible surveys
Download or read book Racial Profiling written by Anthony Gennaro Vito and published by Taylor & Francis. This book was released on 2016-12-08 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cover -- Title -- Copyright -- Dedication -- Contents -- Preface -- Acknowledgments -- 1 Introduction -- 2 Focal Concerns Theory, Propensity Score Matching, and Racial Profiling -- 3 Traffic Stop Data From the Louisville Police Department -- 4 Propensity Score Matching Results -- 5 Policy Implications for Racial Profiling -- References -- Index
Download or read book Counterfactuals and Causal Inference written by Stephen L. Morgan and published by Cambridge University Press. This book was released on 2014-11-17 with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this second edition of Counterfactuals and Causal Inference, completely revised and expanded, the essential features of the counterfactual approach to observational data analysis are presented with examples from the social, demographic, and health sciences. Alternative estimation techniques are first introduced using both the potential outcome model and causal graphs; after which, conditioning techniques, such as matching and regression, are presented from a potential outcomes perspective. For research scenarios in which important determinants of causal exposure are unobserved, alternative techniques, such as instrumental variable estimators, longitudinal methods, and estimation via causal mechanisms, are then presented. The importance of causal effect heterogeneity is stressed throughout the book, and the need for deep causal explanation via mechanisms is discussed.
Download or read book Economic Growth and Development in Ethiopia written by Almas Heshmati and published by Springer. This book was released on 2018-04-27 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is a collection of selected empirical studies on determinants of economic growth and development in Ethiopia.The core argument for editing this book is to provide an up-to-date picture of the state and patterns of growth and development in Ethiopia. Ethiopia has been under focus in the past due to draughts, war, famine, development changes and the effects of global economic crisis in the country. A main contribution of this volume is that it helps identify selected important determinants of growth and development in Ethiopia and provides an estimation of their effects using up-to-date data, modelling and methods. Taken together the studies provide a comprehensive picture of the state of growth and development, their measurements, causal relationships and evaluation of efficient policies and practices in achieving progress in Ethiopia. The issues covered represent major challenges to the government and development organizations who are aiming at achieving higher growth and alleviating poverty in the country. The studies cover transition from rural agriculture to urban industry and the development of services.
