Another Look at the Instrumental-variable Estimation of Error-components Models PDF Download

Author: Manuel Arellano
Publisher:
ISBN:
Category : Error analysis (Mathematics)
Languages : en
Pages : 28

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Author: Badi H. Baltagi
Publisher: Elsevier
ISBN: 0762306882
Category : Business & Economics
Languages : en
Pages : 351

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Book Description
In the 16th Edition of Advances in Econometrics we present twelve papers discussing the current interface between Marketing and Econometrics. The authors are leading scholars in the fields and introduce the latest models for analysing marketing data. The papers are representative of the types of problems and methods that are used within the field of marketing. Marketing focuses on the interaction between the firm and the consumer. Economics encompasses this interaction as well as many others. Economics, along with psychology and sociology, provides a theoretical foundation for marketing.

Author: Badi Hani Baltagi
Publisher:
ISBN: 0199940045
Category : Business & Economics
Languages : en
Pages : 705

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Book Description
The Oxford Handbook of Panel Data examines new developments in the theory and applications of panel data. It includes basic topics like non-stationary panels, co-integration in panels, multifactor panel models, panel unit roots, measurement error in panels, incidental parameters and dynamic panels, spatial panels, nonparametric panel data, random coefficients, treatment effects, sample selection, count panel data, limited dependent variable panel models, unbalanced panel models with interactive effects and influential observations in panel data. Contributors to the Handbook explore applications of panel data to a wide range of topics in economics, including health, labor, marketing, trade, productivity, and macro applications in panels. This Handbook is an informative and comprehensive guide for both those who are relatively new to the field and for those wishing to extend their knowledge to the frontier. It is a trusted and definitive source on panel data, having been edited by Professor Badi Baltagi-widely recognized as one of the foremost econometricians in the area of panel data econometrics. Professor Baltagi has successfully recruited an all-star cast of experts for each of the well-chosen topics in the Handbook.

Author: Manuel Arellano
Publisher: OUP Oxford
ISBN: 0191529672
Category : Business & Economics
Languages : en
Pages : 244

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Book Description
This book, by one of the world's leading experts on dynamic panel data, presents a modern review of some of the main topics in panel data econometrics. The author concentrates on linear models, and emphasizes the roles of heterogeneity and dynamics in panel data modelling. The book combines methods and applications, so will appeal to both the academic and practitioner markets. The book is divided in four parts. Part I concerns static models, and deals with the problem of unobserved heterogeneity and how the availability of panel data helps to solve it, error component models, and error in variables in panel data. Part II looks at time series models with error components. Its chapters deal with the problem of distinguishing between unobserved heterogeneity and individual dynamics in short panels, modelling strategies of time effects, moving average models, inference from covariance structures, the specification and estimation of autoregressive models with heterogeneous intercepts, and the impact of assumptions about initial conditions and heteroskedacity on estimation. Part III examines dynamics and predeterminedness. Its two chapters consider alternative approaches to estimation from small and large T perspectives, looking at models with both strictly exogenous and lagged dependent variables allowing for autocorrelation of unknown form, models in which the errors are mean independent of current and lagged values of certain conditioning variables but not with their future values. Together Parts II and III provide a synthesis, and unified perspective, of a vast literature that has had a significant impact on recent econometric practice. Part IV reviews the main results in the theory of generalized method of moments estimation and optimal instrumental variables.

Author: Thomas B. Fomby
Publisher: Emerald Group Publishing
ISBN: 1784411825
Category : Political Science
Languages : en
Pages : 772

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Book Description
This volume honors Professor Peter C.B. Phillips' many contributions to the field of econometrics. The topics include non-stationary time series, panel models, financial econometrics, predictive tests, IV estimation and inference, difference-in-difference regressions, stochastic dominance techniques, and information matrix testing.

Author: Paul Collier
Publisher: Routledge
ISBN: 1136904409
Category : Business & Economics
Languages : en
Pages : 409

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Book Description
Paul Collier’s contributions to development economics,and in regard to Africa in particular, have marked him out as one of the most influential commentators of recent times. His research has centred upon the causes and consequences of civil war, the effects of aid, and the problems of democracy in low-income and natural-resource-rich societies. His work has also enjoyed substantial policy impact, having seen him sit as a senior adviser to Tony Blair’s Commission on Africa and addressed the General Assembly of the United Nations This collection of Collier’s major writings, with assistance from Anke Hoeffler and Jan Gunning, and accompanied by a new introduction, provide the definitive account of a wide range of macroeconomic, microeconomic and political economy topics concerned with Africa. Within macroeconomics, there is a focus on external shocks, exchange rate and trade policies, whilst microeconomic topics focus upon labour and financial markets, as well as rural development. Collier’s book The Bottom Billion had become a landmark book and this summation of the research underpinning it will be a superb guide for all those concerned with African development.

Author: John D. Levendis
Publisher: Springer Nature
ISBN: 3031373103
Category : Business & Economics
Languages : en
Pages : 493

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Book Description
Revised and updated for the second edition, this textbook allows students to work through classic texts in economics and finance, using the original data and replicating their results. In this book, the author rejects the theorem-proof approach as much as possible, and emphasizes the practical application of econometrics. They show with examples how to calculate and interpret the numerical results. This book begins with students estimating simple univariate models, in a step by step fashion, using the popular Stata software system. Students then test for stationarity, while replicating the actual results from hugely influential papers such as those by Granger & Newbold, and Nelson & Plosser. Readers will learn about structural breaks by replicating papers by Perron, and Zivot & Andrews. They then turn to models of conditional volatility, replicating papers by Bollerslev. Students estimate multi-equation models such as vector autoregressions and vector error-correction mechanisms, replicating the results in influential papers by Sims and Granger. Finally, students estimate static and dynamic panel data models, replicating papers by Thompson, and Arellano & Bond. The book contains many worked-out examples, and many data-driven exercises. While intended primarily for graduate students and advanced undergraduates, practitioners will also find the book useful. “How to best start learning time series econometrics? Learning by doing. This is the ethos of this book. What makes this book useful is that it provides numerous worked out examples along with basic concepts. It is a fresh, no-nonsense, practical approach that students will love when they start learning time series econometrics. I recommend this book strongly as a study guide for students who look for hands-on learning experience." --Professor Sokbae "Simon" Lee, Columbia University, Co-Editor of Econometric Theory and Associate Editor of Econometrics Journal.

Author: Måns Söderbom
Publisher: Routledge
ISBN: 1135093407
Category : Business & Economics
Languages : en
Pages : 463

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Book Description
Understanding why so many people across the world are so poor is one of the central intellectual challenges of our time. This book provides the tools and data that will enable students, researchers and professionals to address that issue. Empirical Development Economics has been designed as a hands-on teaching tool to investigate the causes of poverty. The book begins by introducing the quantitative approach to development economics. Each section uses data to illustrate key policy issues. Part One focuses on the basics of understanding the role of education, technology and institutions in determining why incomes differ so much across individuals and countries. In Part Two, the focus is on techniques to address a number of topics in development, including how firms invest, how households decide how much to spend on their children’s education, whether microcredit helps the poor, whether food aid works, who gets private schooling and whether property rights enhance investment. A distinctive feature of the book is its presentation of a range of approaches to studying development questions. Development economics has undergone a major change in focus over the last decade with the rise of experimental methods to address development issues; this book shows how these methods relate to more traditional ones. Please visit the book's website at www.empiricalde.com for online supplements including Stata files and solutions to the exercises.

Author: Badi H. Baltagi
Publisher: Emerald Group Publishing
ISBN: 1781903085
Category : Business & Economics
Languages : en
Pages : 576

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Book Description
Aims to annually publish original scholarly econometrics papers on designated topics with the intention of expanding the use of developed and emerging econometric techniques by disseminating ideas on the theory and practice of econometrics throughout the empirical economic, business and social science literature.

Author: Shabeer Khan
Publisher: Taylor & Francis
ISBN: 1000802957
Category : Business & Economics
Languages : en
Pages : 152

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Book Description
The characteristics, nature, determinants, and size of the informal economy differ from country to country. While much research has been carried out in the context of advanced economies, less attention has been given to developing countries, especially those in the Organisation of Islamic Cooperation (OIC) nations. This is one of the first books to investigate Islamic finance’s stance on the informal economy and to discuss it from an OIC perspective. It covers the various definitions, historical development, types, and determining factors behind the shadow economy and the reasons for people’s preference to join and stay in the informal economy. Similarly, different theories are discussed in detail, thus providing a deeper understanding of the subject matter. The book examines the indicators of the informal sector, such as unemployment, regulation, and taxation, and the effect of financial development and the role of financial inclusion in informal economy in the case of OIC countries compared to non-OIC countries. It defines the main features of the informal economy and discusses their implications for policy formation and implementation. Additionally, the author provides guidance on Islamic finance’s role in the informal economy and offers policy recommendations in order to bring more people into the formal economy. The book presents deep and specialist knowledge on the shadow economy as well as facts and figures pertaining to OIC countries, and, as such, will open the door for future research in this important but understudied field, especially from an Islamic finance angle. It can be used as a comprehensive guide for students, academics, and researchers of Islamic studies, development economics, political economy, public policy, law, sociology, and anthropology.