Micro Econometrics For Policy Program And Treatment Effects
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Micro Econometrics For Policy Program And Treatment Effects
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Author : Myoung-jae Lee
language : en
Publisher: OUP Oxford
Release Date : 2005-04-07
Micro Econometrics For Policy Program And Treatment Effects written by Myoung-jae Lee and has been published by OUP Oxford this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-04-07 with Business & Economics categories.
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. But if 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 observed or 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 under weak 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.
Micro Econometrics For Policy Program And Treatment Effects
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Author : Myoung-jae Lee
language : en
Publisher:
Release Date : 2005
Micro Econometrics For Policy Program And Treatment Effects written by Myoung-jae Lee and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Econometric models categories.
Focusing on non-experimental microeconometric estimation, this work provides literature on how to measure accurately the effects of a treatment, such as a drug, educational programme, or tax regime, on a response variable like an illness, GPA, or income.
Micro Econometrics For Policy Program And Treatment Effects
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Author : Myoung-jae Lee
language : en
Publisher: Oxford University Press, USA
Release Date : 2005
Micro Econometrics For Policy Program And Treatment Effects written by Myoung-jae Lee and has been published by Oxford University Press, USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Business & Economics categories.
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.
Micro Econometrics
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Author : Myoung-jae Lee
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-09-28
Micro Econometrics written by Myoung-jae Lee and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-09-28 with Business & Economics categories.
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
Modelling And Evaluating Treatment Effects In Econometrics
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Author : Dann Millimet
language : en
Publisher: Emerald Group Publishing
Release Date : 2008-02-21
Modelling And Evaluating Treatment Effects In Econometrics written by Dann Millimet and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-02-21 with Business & Economics categories.
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.
Econometric Evaluation Of Socio Economic Programs
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Author : Giovanni Cerulli
language : en
Publisher: Springer Nature
Release Date : 2022-11-02
Econometric Evaluation Of Socio Economic Programs written by Giovanni Cerulli and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-02 with Business & Economics categories.
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.
Nonparametric Econometric Methods
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Author : Qi Li
language : en
Publisher: Emerald Group Publishing
Release Date : 2009-12-04
Nonparametric Econometric Methods written by Qi Li and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-12-04 with Business & Economics categories.
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.
Microeconometrics
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Author : Steven Durlauf
language : en
Publisher: Springer
Release Date : 2016-06-07
Microeconometrics written by Steven Durlauf and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-07 with Literary Criticism categories.
Specially selected from The New Palgrave Dictionary of Economics 2nd edition, each article within this compendium covers the fundamental themes within the discipline and is written by a leading practitioner in the field. A handy reference tool.
Complex Systems In Finance And Econometrics
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Author : Robert A. Meyers
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-11-03
Complex Systems In Finance And Econometrics written by Robert A. Meyers and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-11-03 with Business & Economics categories.
Finance, Econometrics and System Dynamics presents an overview of the concepts and tools for analyzing complex systems in a wide range of fields. The text integrates complexity with deterministic equations and concepts from real world examples, and appeals to a broad audience.
Depression In Adolescent Girls
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Author : Timothy J. Strauman
language : en
Publisher: Guilford Press
Release Date : 2011-08-08
Depression In Adolescent Girls written by Timothy J. Strauman and has been published by Guilford Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-08-08 with Psychology categories.
Compared to boys, adolescent girls face an increased risk of depression and repeated recurrences throughout adulthood. This unique volume presents a comprehensive multidisciplinary framework for understanding how girls become vulnerable to mood disorders and how that vulnerability might be reduced. The contributors are leading scholars at the cutting edge of theory, research, intervention, and policy. The chapters cover new developments in the science of depression—from genes to biological, psychological, and social processes—and explore how the research is being translated into innovative prevention efforts.