Micro Econometrics For Policy Program And Treatment Effects eBook Download PDF

Download Micro Econometrics For Policy Program And Treatment Effects full books in PDF, epub, and Kindle. Read online Micro Econometrics For Policy Program And Treatment Effects ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Micro-econometrics for Policy, Program, and Treatment Effects

Author: Myoung-jae Lee

Publisher: Oxford University Press on Demand

Published: 2005

Total Pages: 263

ISBN-13: 0199267685

DOWNLOAD EBOOK

This is one of the first books to provide a textbook exposition of the literature on how to measure accurately the 'effects' of a 'treatment,' such as a drug, educational program, or tax regime, on a response variable like an illness, GPA, or income. The book focuses on non-experimental, micro-economic estimation. About the Series Advanced Texts in Econometrics is a distinguished and rapidly expanding series in which leading econometricians assess recent developments in such areas as stochastic probability, panel and time series data analysis, modeling, and cointegration. In both hardback and affordable paperback, each volume explains the nature and applicability of a topic in greater depth than possible in introductory textbooks or single journal articles. Each definitive work is formatted to be as accessible and convenient for those who are not familiar with the detailed primary literature.

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 on Demand. This book was released on 2005 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is one of the first books to provide a textbook exposition of the literature on how to measure accurately the 'effects' of a 'treatment,' such as a drug, educational program, or tax regime, on a response variable like an illness, GPA, or income. The book focuses on non-experimental, micro-economic estimation. About the Series Advanced Texts in Econometrics is a distinguished and rapidly expanding series in which leading econometricians assess recent developments in such areas as stochastic probability, panel and time series data analysis, modeling, and cointegration. In both hardback and affordable paperback, each volume explains the nature and applicability of a topic in greater depth than possible in introductory textbooks or single journal articles. Each definitive work is formatted to be as accessible and convenient for those who are not familiar with the detailed primary literature.

Micro-Econometrics for Policy, Program and Treatment Effects

Author: Myoung-jae Lee

Publisher: OUP Oxford

Published: 2005-04-07

Total Pages: 264

ISBN-13: 0191533165

DOWNLOAD EBOOK

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.

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 OUP Oxford. This book was released on 2005-04-07 with total page 264 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. 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

Author: Myoung-jae Lee

Publisher: Springer Science & Business Media

Published: 2009-09-28

Total Pages: 789

ISBN-13: 0387688412

DOWNLOAD EBOOK

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 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

Microeconometrics

Author: A. Colin Cameron

Publisher: Cambridge University Press

Published: 2005-05-09

Total Pages: 1058

ISBN-13: 1139444867

DOWNLOAD EBOOK

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 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.

Econometric Evaluation of Socio-Economic Programs

Author: Giovanni Cerulli

Publisher: Springer

Published: 2015-05-08

Total Pages: 319

ISBN-13: 3662464055

DOWNLOAD EBOOK

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.

Modelling and Evaluating Treatment Effects in Econometrics

Author: Dann Millimet

Publisher: Emerald Group Publishing

Published: 2008-02-21

Total Pages: 446

ISBN-13: 1849505233

DOWNLOAD EBOOK

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 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 446 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.

Econometric Evaluation of Socio-Economic Programs

Author: Giovanni Cerulli

Publisher: Springer Nature

Published: 2022-11-02

Total Pages: 354

ISBN-13: 366265945X

DOWNLOAD EBOOK

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 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.

Inclusive Growth in Africa

Author: Steve Kayizzi-Mugerwa

Publisher: Routledge

Published: 2016-10-04

Total Pages: 261

ISBN-13: 1317203550

DOWNLOAD EBOOK

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 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.

Challenges and Opportunities for Agricultural Intensification of the Humid Highland Systems of Sub-Saharan Africa

Author: Bernard Vanlauwe

Publisher: Springer

Published: 2014-10-07

Total Pages: 399

ISBN-13: 3319076620

DOWNLOAD EBOOK

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 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.

Nonparametric Econometric Methods

Author: Qi Li

Publisher: Emerald Group Publishing

Published: 2009-12-04

Total Pages: 570

ISBN-13: 184950623X

DOWNLOAD EBOOK

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 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.