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Econometric Evaluation of Socio-Economic Programs by Giovanni Cerulli Pdf
This book provides advanced theoretical and applied tools for the implementation of modern micro-econometric techniques in evidence-based program evaluation for the social sciences. The author presents a comprehensive toolbox for designing rigorous and effective ex-post program evaluation using the statistical software package Stata. For each method, a statistical presentation is developed, followed by a practical estimation of the treatment effects. By using both real and simulated data, readers will become familiar with evaluation techniques, such as regression-adjustment, matching, difference-in-differences, instrumental-variables and regression-discontinuity-design and are given practical guidelines for selecting and applying suitable methods for specific policy contexts.
Econometric Evaluation of Socio-Economic Programs by Giovanni Cerulli Pdf
This book provides advanced theoretical and applied tools for the implementation of modern micro-econometric techniques in evidence-based program evaluation for the social sciences. The author presents a comprehensive toolbox for designing rigorous and effective ex-post program evaluation using the statistical software package Stata. For each method, a statistical presentation is developed, followed by a practical estimation of the treatment effects. By using both real and simulated data, readers will become familiar with evaluation techniques, such as regression-adjustment, matching, difference-in-differences, instrumental-variables, regression-discontinuity-design, and synthetic control method, and are given practical guidelines for selecting and applying suitable methods for specific policy contexts. The second revised and extended edition features two new chapters on some recent development of difference-in-differences. Specifically, chapter 5 introduces advanced difference-in-differences methods when many times are available and treatment can be either time-varying or fixed at a specific time. Chapter 6 introduces the synthetic control method, a treatment effect estimation approach suitable when only one unit is treated. Both chapters present applications using the software Stata.
Handbook on the Theory and Practice of Program Evaluation by Albert N. Link,Nicholas S. Vonortas Pdf
'The economic crisis has simultaneously placed a strong emphasis on the role of R&D as an engine of economic growth and a demand that limited public resources are demonstrated to have had the maximum possible impact. Rigorous evaluation is the key to meeting these needs. This Handbook brings together highly experienced leaders in the field to provide a comprehensive and well-organised state-of-the-art overview of the range of methods available. It will prove invaluable to experienced practitioners, students in the field and more widely to those who want to increase their understanding of the complex and pervasive ways in which technological advance contributes to economic and social progress.' – Luke Georghiou, University of Manchester, UK 'Theoretical and empirical research on program evaluation has advanced rapidly in scope and quality. A concomitant trend is increasing pressure on policymakers to show that programs are "effective". Now is the time for a comprehensive status report on state-of-the-art research and methods by leading scholars in a variety of disciplines on program evaluation. This outstanding collection of contributions will serve as a valuable reference tool for academics, policymakers, and practitioners for many years to come.' – Donald S. Siegel, University at Albany, SUNY, US There has been a dramatic increase in expenditures on public goods over the past thirty years, particularly in the area of research and development. As governments explore the many opportunities for growth in this area, they – and the general public – are becoming increasingly concerned with the transparency, accountability and performance of public programs. This pioneering Handbook offers a collection of critical essays on the theory and practice of program evaluation, written by some of the most well-known experts in the field. As this volume demonstrates, a wide variety of methodologies exist to evaluate particularly the objectives and outcomes of research and development programs. These include surveys, statistical and econometric estimations, patent analyses, bibliometrics, scientometrics, network analyses, case studies, and historical tracings. Contributors divide these and other methods and applications into four categories – economic, non-economic, hybrid and data-driven – in order to discuss the many factors that affect the utility of each technique and how that impacts the technological, economic and societal forecasts of the programs in question. Scholars, practitioners and students with an interest in economics and innovation will all find this Handbook an invaluable resource.
Econometric Evaluation of Labour Market Policies by Michael Lechner,Friedhelm Pfeiffer Pdf
Empirical measurement of impacts of active labour market programmes has started to become a central task of economic researchers. New improved econometric methods have been developed that will probably influence future empirical work in various other fields of economics as well. This volume contains a selection of original papers from leading experts, among them James J. Heckman, Noble Prize Winner 2000 in economics, addressing these econometric issues at the theoretical and empirical level. The theoretical part contains papers on tight bounds of average treatment effects, instrumental variables estimators, impact measurement with multiple programme options and statistical profiling. The empirical part provides the reader with econometric evaluations of active labour market programmes in Canada, Germany, France, Italy, Slovak Republic and Sweden.
Econometrics - Recent Advances and Applications by Anonim Pdf
Econometrics uses statistical methods and real-world data to predict and establish specific trends. This analytical method sustains limitless potential, but the necessary research for professionals to understand and implement this is often lacking. Econometrics - Recent Advances and Applications explores the theoretical and practical aspects of detailed econometric theories and applications within economics, policymaking, and finance. This book covers various topics such as dynamic stochastic general equilibrium (DSGE) models, machine learning, spatial econometrics, and time series analysis. This book is a useful resource for economists, policymakers, financial analysts, researchers, academicians, and graduate students seeking research on the various applications of econometrics.
Innovation Networks for Regional Development by Ben Vermeulen,Manfred Paier Pdf
This book brings together original research on the role of networks in regional economic development and innovation. It presents a comprehensive framework synthesizing extant theories, a palette of real-world cases in the aerospace, automotive, life science, biotechnology and health care industries, and fundamental agent-based computer models elucidating the relation between regional development and network dynamics. The book is primarily intended for researchers in the fields of innovation economics and evolutionary economic geography, and particularly those interested in using agent-based models and empirical case studies. However, it also targets (regional) innovation policy makers who are not only interested in policy recommendations, but also want to understand the state-of-the-art agent-based modeling methods used to experimentally arrive at said recommendations.
Financial data are typically characterised by a time-series and cross-sectional dimension. Accordingly, econometric modelling in finance requires appropriate attention to these two – or occasionally more than two – dimensions of the data. Panel data techniques are developed to do exactly this. This book provides an overview of commonly applied panel methods for financial applications, including popular techniques such as Fama-MacBeth estimation, one-way, two-way and interactive fixed effects, clustered standard errors, instrumental variables, and difference-in-differences. Panel Methods for Finance: A Guide to Panel Data Econometrics for Financial Applications by Marno Verbeek offers the reader: Focus on panel methods where the time dimension is relatively small A clear and intuitive exposition, with a focus on implementation and practical relevance Concise presentation, with many references to financial applications and other sources Focus on techniques that are relevant for and popular in empirical work in finance and accounting Critical discussion of key assumptions, robustness, and other issues related to practical implementation
Digital Transformation on Manufacturing, Infrastructure & Service by Igor Ilin,Mariana Mateeva Petrova,Tatiana Kudryavtseva Pdf
This book contains theoretical, econometric, experimental, and policy-oriented contributions of the DTMIS conference participants. Every year the DTMIS conference brings together experts from academia and industry to uncover the challenges and solutions to ensuring digital transformation on manufacturing, infrastructure, and service. The DTMIS proceedings is distinguished by the fact that it contains works not only by scientists, but also by practitioners in the industry, and, of course, their collaboration works are of particular and undeniable value. This book is useful for experienced scientists and practitioners who seek to find something new for themselves and apply it in their work, as well as for students at the beginning of their scientific activity.
Handbook of Research Methods and Applications in Empirical Microeconomics by Hashimzade, Nigar,Thornton, Michael A. Pdf
Written in a comprehensive yet accessible style, this Handbook introduces readers to a range of modern empirical methods with applications in microeconomics, illustrating how to use two of the most popular software packages, Stata and R, in microeconometric applications.
Recent Developments in the Econometrics of Program Evaluation by Guido Imbens,Jeffrey M. Wooldridge Pdf
Many empirical questions in economics and other social sciences depend on causal effects of programs or policy interventions. In the last two decades much research has been done on the econometric and statistical analysis of the effects of such programs or treatments. This recent theoretical literature has built on, and combined features of, earlier work in both the statistics and econometrics literatures. It has by now reached a level of maturity that makes it an important tool in many areas of empirical research in economics, including labor economics, public finance, development economics, industrial organization and other areas of empirical micro-economics. In this review we discuss some of the recent developments. We focus primarily on practical issues for empirical researchers, as well as provide a historical overview of the area and give references to more technical research.
Evaluating Anti-poverty Programs by Martin Ravallion Pdf
"The author critically reviews the methods available for the ex-post counterfactual analysis of programs that are assigned exclusively to individuals, households, or locations. The discussion covers both experimental and non-experimental methods (including propensity-score matching, discontinuity designs, double and triple differences, and instrumental variables). Two main lessons emerge. First, despite the claims of advocates, no single method dominates; rigorous, policy-relevant evaluations should be open-minded about methodology. Second, future efforts to draw more useful lessons from evaluations will call for more policy-relevant measures and deeper explanations of measured impacts than are possible from the classic ("black box") assessment of mean impact. " -- Cover verso.
This readable and comprehensive text is designed to equip students and practitioners with the statistical skills needed to meet government standards regarding public program evaluation. Even those with little statistical training will find the explanations clear, with many illustrative examples, case studies, and applications. Far more than a cookbook of statistical techniques, the book begins with chapters on the overall context for successful program evaluations, and carefully explains statistical methods--and threats to internal and statistical validity--that correspond to each evaluation design. Laura Langbein then presents a variety of methods for program analysis, and advise readers on how to select the mix of methods most appropriate for the issues they deal with-- always balancing methodology with the need for generality, the size of the evaluator's budget, the availability of data, and the need for quick results.
Handbook of Econometrics by Zvi Griliches,Michael D. Intriligator,James J. Heckman,Edward Leamer Pdf
The Handbook is a definitive reference source and teaching aid for econometricians. It examines models, estimation theory, data analysis and field applications in econometrics.
The Impact Evaluation of Cluster Development Programs by Franco Boneu,David Alfaro Serrano,Alessandro Maffioli,Carlo Pietrobelli,Gabriel Casaburi,Victoria Castillo,Lucas Figal Garone,Elisa Giuliani,David Giuliodori,Andrés Matta,Lucía Pittaluga,Alejandro Rodríguez Pdf
Do cluster development programs work? Do they fundamentally encourage the essential inter-firm linkages and coordination? Do they lead to innovation and productivity, enterprise development, larger employment, and export growth, and if so, after how long? Do other firms benefit from these programs? This book offers insight into quantitative methods that help answer these questions. Cluster development is a form of modern industrial policy that is spreading across the world to help exploit the externalities emerging from geographical agglomeration and inter-firm coordination. Therefore, rigorous impact evaluations are necessary because they help policymakers understand better ways to design future programs and provide accountability for public resources. The chapters argue that enterprise clusters and the programs to support them are diverse and multidimensional processes that require a variety of instruments to be fully understood and assessed. The book as a whole gathers various methodological essays and quantitative tests of complementary tools and approaches, emphasizing their usefulness and effectiveness in coordination with one another. Most importantly, it asserts that policy evaluation is crucial, in particular when it comes to cluster development programs, to ensure the best use of public resources, the accountability of beneficiaries, and most of all to feed the necessary learning to improve the design and implementation of public policies for enterprise development.
