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Micro Econometrics For Policy Program And Treatment Effects
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Book Synopsis Micro-econometrics for Policy, Program, and Treatment Effects by : Myoung-jae Lee
Download or read book Micro-econometrics for Policy, Program, and Treatment Effects written by Myoung-jae Lee and published by Oxford University Press, USA. This book was released on 2005 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: In many disciplines of science it is vital to know the effect of a 'treatment' on a response variable of interest; the effect being known as the 'treatment effect'. Here, the treatment can be a drug, an education program or an economic policy, and the response variable can be an illness,academic achievement or GDP. Once the effect is found, it is possible to intervene to adjust the treatment and attain a desired level of the response variable.A basic way to measure the treatment effect is to compare two groups, one of which received the treatment and the other did not. If the two groups are homogenous in all aspects other than their treatment status, then the difference between their response outcomes is the desired treatment effect. Butif they differ in some aspects in addition to the treatment status, the difference in the response outcomes may be due to the combined influence of more than one factor. In non-experimental data where the treatment is not randomly assigned but self-selected, the subjects tend to differ in observedor unobserved characteristics. It is therefore imperative that the comparison be carried out with subjects similar in their characteristics. This book explains how this problem can be overcome so the attributable effect of the treatment can be found.This book brings to the fore recent advances in econometrics for treatment effects. The purpose of this book is to put together various economic treatments effect models in a coherent fashion, make it clear which can be parameters of interest, and show how they can be identified and estimated underweak assumptions. The emphasis throughout the book is on semi- and non-parametric estimation methods, but traditional parametric approaches are also discussed. This book is ideally suited to researchers and graduate students with a basic knowledge of econometrics.
Book Synopsis Micro-Econometrics by : Myoung-jae Lee
Download or read book Micro-Econometrics written by Myoung-jae Lee and published by Springer Science & Business Media. This book was released on 2009-09-28 with total page 789 pages. Available in PDF, EPUB and Kindle. Book excerpt: Up-to-date coverage of most micro-econometric topics; first half parametric, second half semi- (non-) parametric Many empirical examples and tips in applying econometric theories to data Essential ideas and steps shown for most estimators and tests; well-suited for both applied and theoretical readers
Book Synopsis Microeconometrics by : A. Colin Cameron
Download or read book Microeconometrics written by A. Colin Cameron and published by Cambridge University Press. This book was released on 2005-05-09 with total page 1058 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Modelling and Evaluating Treatment Effects in Econometrics by : Dann Millimet
Download or read book Modelling and Evaluating Treatment Effects in Econometrics written by Dann Millimet and published by Emerald Group Publishing. This book was released on 2008-02-21 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: The estimation of the effects of treatments endogenous variables representing everything from individual participation in a training program to national participation in a World Bank loan program has occupied much of the theoretical and applied econometric research literatures. This volume presents a collection of papers on this topic.
Book Synopsis Econometric Evaluation of Socio-Economic Programs by : Giovanni Cerulli
Download or read book Econometric Evaluation of Socio-Economic Programs written by Giovanni Cerulli and published by Springer. This book was released on 2015-05-08 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Econometric Evaluation of Socio-Economic Programs by : Giovanni Cerulli
Download or read book Econometric Evaluation of Socio-Economic Programs written by Giovanni Cerulli and published by Springer Nature. This book was released on 2022-11-02 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Inclusive Growth in Africa by : Steve Kayizzi-Mugerwa
Download or read book Inclusive Growth in Africa written by Steve Kayizzi-Mugerwa and published by Routledge. This book was released on 2016-10-04 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: Inclusive Growth in Africa analyzes the concept of inclusion within the challenges facing Africa’s rapidly growing economies, where rising affluence for some has been accompanied almost everywhere with rising inequality. Using a combination of political economy analyses, sector studies and econometric models, the contributors delve into a range of areas associated to the new realities on the continent. Topics covered include issues of disability, corruption, capital flight, and their implications for economic sustainability. There is also a discussion of the impact on development of dependence on externally determined prices for Africa’s natural resources. Other sector analyses look at agriculture and wind power, and the innovations required to make a difference for the poorer majority. The book comprises of a rich array of essays on socio-economic inclusion in Africa by authors drawn from academia, African think tanks and international organizations. It would be of interest to scholars and students of many disciplines, including: Economics, Sociology, Development Studies, and African Studies.
Book Synopsis Challenges and Opportunities for Agricultural Intensification of the Humid Highland Systems of Sub-Saharan Africa by : Bernard Vanlauwe
Download or read book Challenges and Opportunities for Agricultural Intensification of the Humid Highland Systems of Sub-Saharan Africa written by Bernard Vanlauwe and published by Springer. This book was released on 2014-10-07 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: The humid highlands in sub-Saharan Africa (SSA) are characterized by high population densities and require intensification. The Consortium for Improving Agriculture-based Livelihoods in Central Africa (CIALCA) has set up a research for development platform in various mandate areas in DR Congo, Burundi, and Rwanda, aiming to identify improved production, market, and nutrition options and facilitating the access for development partners to these options. This platform is supported by capacity building, multi-stakeholder dialogue, and monitoring and evaluation efforts. The conference, facilitated by CIALCA, aimed to (i) take stock of the state-of the art in agricultural intensification in the highlands of SSA and (ii) chart the way forward for agricultural research for development in the humid highlands of SSA, and more specifically in the recently launched Humidtropics Consortium Research Programme, through keynote, oral and poster presentations, and strategic panel discussions.
Book Synopsis Matching, Regression Discontinuity, Difference in Differences, and Beyond by : Myoung-jae Lee
Download or read book Matching, Regression Discontinuity, Difference in Differences, and Beyond written by Myoung-jae Lee and published by Oxford University Press. This book was released on 2016-05-02 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: Myoung-jae Lee reviews the three most popular methods (and their extensions) in applied economics and other social sciences: matching, regression discontinuity, and difference in differences. This book introduces the underlying econometric and statistical ideas, shows what is identified and how the identified parameters are estimated, and illustrates how they are applied with real empirical examples. Lee emphasizes how to implement the three methods with data: data and programs are provided in a useful online appendix. All readers-theoretical econometricians/statisticians, applied economists/social-scientists and researchers/students-will find something useful in the book from different perspectives.
Book Synopsis Nonparametric Econometric Methods by : Qi Li
Download or read book Nonparametric Econometric Methods written by Qi Li and published by Emerald Group Publishing. This book was released on 2009-12-04 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contains a selection of papers presented initially at the 7th Annual Advances in Econometrics Conference held on the LSU campus in Baton Rouge, Louisiana during November 14-16, 2008. This work is suitable for those who wish to familiarize themselves with nonparametric methodology.
Book Synopsis Forest Tenure Reform in Asia and Africa by : Randall Bluffstone
Download or read book Forest Tenure Reform in Asia and Africa written by Randall Bluffstone and published by Routledge. This book was released on 2014-11-13 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: Forest tenure reforms are occurring in many developing countries around the world. These reforms typically include devolution of forest lands to local people and communities, which has attracted a great deal of attention and interest. While the nature and level of devolution vary by country, all have potentially important implications for resource allocation, local ecosystem services, livelihoods and climate change. This book helps students, researchers and professionals to understand the importance and implications of these reforms for local environmental quality, climate change, and the livelihoods of villagers, who are often poor. It is shown that local forest management can often be more successful than top-down management of common pool forest resources. The relationship of local forest tenure reform to the important climate change initiative REDD+ is also considered. The work includes a number of generic chapters and also detailed case studies from China, Ethiopia, Kenya, Nepal, Tanzania and Uganda. Using specific examples and a wide variety of disciplinary perspectives, including quantitative and qualitative analytical methods, the book provides an authoritative and critical picture of local forest reforms in light of the key challenges humanity faces today.
Book Synopsis Handbook of Field Experiments by : Esther Duflo
Download or read book Handbook of Field Experiments written by Esther Duflo and published by Elsevier. This book was released on 2017-03-21 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Field Experiments provides tactics on how to conduct experimental research, also presenting a comprehensive catalog on new results from research and areas that remain to be explored. This updated addition to the series includes an entire chapters on field experiments, the politics and practice of social experiments, the methodology and practice of RCTs, and the econometrics of randomized experiments. These topics apply to a wide variety of fields, from politics, to education, and firm productivity, providing readers with a resource that sheds light on timely issues, such as robustness and external validity. Separating itself from circumscribed debates of specialists, this volume surpasses in usefulness the many journal articles and narrowly-defined books written by practitioners. Balances methodological insights with analyses of principal findings and suggestions for further research Appeals broadly to social scientists seeking to develop an expertise in field experiments Strives to be analytically rigorous Written in language that is accessible to graduate students and non-specialist economists
Book Synopsis An Integrated Assessment of China’s Ecological Restoration Programs by : Runsheng Yin
Download or read book An Integrated Assessment of China’s Ecological Restoration Programs written by Runsheng Yin and published by Springer Science & Business Media. This book was released on 2009-07-14 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: China has been undertaking unprecedented ecological restoration efforts to deal with its problems of soil erosion, flooding, dust storms, and habitat loss. While there have been studies of these efforts, questions remain concerning whether they have been effectively implemented, what their induced socioeconomic and ecological impacts are, and how their performance can be improved. Tackling these important questions in an integrated manner, “An Integrated Assessment of China’s Ecological Restoration Programs” is extraordinary for its broad coverage and methodological rigor. It provides a substantial improvement over the conventional approach of simply reporting projects undertaken and accepting uncritically the government assessment, and thus fills an important knowledge gap of the restoration efforts being implemented upon a variety of ecosystems in China.
Book Synopsis Causal Inference in Statistics, Social, and Biomedical Sciences by : Guido W. Imbens
Download or read book Causal Inference in Statistics, Social, and Biomedical Sciences written by Guido W. Imbens and published by Cambridge University Press. This book was released on 2015-04-06 with total page 647 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text presents statistical methods for studying causal effects and discusses how readers can assess such effects in simple randomized experiments.
Book Synopsis Firm-Level Internationalization, Regionalism and Globalization by : J. Berrill
Download or read book Firm-Level Internationalization, Regionalism and Globalization written by J. Berrill and published by Springer. This book was released on 2011-03-04 with total page 467 pages. Available in PDF, EPUB and Kindle. Book excerpt: The current international business environment is characterized by two contradictory but at times mutually supplementary trends. Regionalization is part of the process of globalization, but it can also be a counter force to globalization as stakeholders act to protect their perceived interests. This book expands the debate on this interesting topic
Book Synopsis Missing Data Methods by : David M. Drukker
Download or read book Missing Data Methods written by David M. Drukker and published by Emerald Group Publishing. This book was released on 2011-11-23 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contains 16 chapters authored by specialists in the field, covering topics such as: Missing-Data Imputation in Nonstationary Panel Data Models; Markov Switching Models in Empirical Finance; Bayesian Analysis of Multivariate Sample Selection Models Using Gaussian Copulas; and, Consistent Estimation and Orthogonality.
Book Synopsis Recent Developments in the Econometrics of Program Evaluation by : Guido Imbens
Download or read book Recent Developments in the Econometrics of Program Evaluation written by Guido Imbens and published by . This book was released on 2008 with total page 108 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
