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Author: Alastair R. Hall Publisher: Oxford University Press ISBN: 0198775210 Category : Business & Economics Languages : en Pages : 413
Book Description
Generalized Method of Moments (GMM) has become one of the main statistical tools for the analysis of economic and financial data. This book is the first to provide an intuitive introduction to the method combined with a unified treatment of GMM statistical theory and a survey of recentimportant developments in the field. Providing a comprehensive treatment of GMM estimation and inference, it is designed as a resource for both the theory and practice of GMM: it discusses and proves formally all the main statistical results, and illustrates all inference techniques using empiricalexamples in macroeconomics and finance.Building from the instrumental variables estimator in static linear models, it presents the asymptotic statistical theory of GMM in nonlinear dynamic models. Within this framework it covers classical results on estimation and inference techniques, such as the overidentifying restrictions test andtests of structural stability, and reviews the finite sample performance of these inference methods. And it discusses in detail recent developments on covariance matrix estimation, the impact of model misspecification, moment selection, the use of the bootstrap, and weak instrumentasymptotics.
Author: Alastair R. Hall Publisher: Oxford University Press ISBN: 0198775210 Category : Business & Economics Languages : en Pages : 413
Book Description
Generalized Method of Moments (GMM) has become one of the main statistical tools for the analysis of economic and financial data. This book is the first to provide an intuitive introduction to the method combined with a unified treatment of GMM statistical theory and a survey of recentimportant developments in the field. Providing a comprehensive treatment of GMM estimation and inference, it is designed as a resource for both the theory and practice of GMM: it discusses and proves formally all the main statistical results, and illustrates all inference techniques using empiricalexamples in macroeconomics and finance.Building from the instrumental variables estimator in static linear models, it presents the asymptotic statistical theory of GMM in nonlinear dynamic models. Within this framework it covers classical results on estimation and inference techniques, such as the overidentifying restrictions test andtests of structural stability, and reviews the finite sample performance of these inference methods. And it discusses in detail recent developments on covariance matrix estimation, the impact of model misspecification, moment selection, the use of the bootstrap, and weak instrumentasymptotics.
Author: Nigar Hashimzade Publisher: Edward Elgar Publishing ISBN: 0857931024 Category : Business & Economics Languages : en Pages : 627
Book Description
This comprehensive Handbook presents the current state of art in the theory and methodology of macroeconomic data analysis. It is intended as a reference for graduate students and researchers interested in exploring new methodologies, but can also be employed as a graduate text. The Handbook concentrates on the most important issues, models and techniques for research in macroeconomics, and highlights the core methodologies and their empirical application in an accessible manner. Each chapter is largely self-contained, whilst the comprehensive introduction provides an overview of the key statistical concepts and methods. All of the chapters include the essential references for each topic and provide a sound guide for further reading. Topics covered include unit roots, non-linearities and structural breaks, time aggregation, forecasting, the Kalman filter, generalised method of moments, maximum likelihood and Bayesian estimation, vector autoregressive, dynamic stochastic general equilibrium and dynamic panel models. Presenting the most important models and techniques for empirical research, this Handbook will appeal to students, researchers and academics working in empirical macro and econometrics.
Author: Shin Haruta Publisher: Frontiers Media SA ISBN: 2889451690 Category : Languages : en Pages : 158
Book Description
“How can we develop microbial ecological theory?” The development of microbial ecological theory has a long way to reach its goal. Advances in microbial ecological techniques provide novel insights into microbial ecosystems. Articles in this book are challenging to determine the central and general tenets of the ecological theory that describes the features of microbial ecosystems. Their achievements expand the frontiers of current microbial ecology and propose the next step. Assemblage of these diverse articles hopefully helps to go on this long journey with many avenues for advancement of microbial ecology.
Author: Laszlo Matyas Publisher: Cambridge University Press ISBN: 9780521669672 Category : Business & Economics Languages : en Pages : 332
Book Description
The generalized method of moments (GMM) estimation has emerged as providing a ready to use, flexible tool of application to a large number of econometric and economic models by relying on mild, plausible assumptions. The principal objective of this volume is to offer a complete presentation of the theory of GMM estimation as well as insights into the use of these methods in empirical studies. It is also designed to serve as a unified framework for teaching estimation theory in econometrics. Contributors to the volume include well-known authorities in the field based in North America, the UK/Europe, and Australia. The work is likely to become a standard reference for graduate students and professionals in economics, statistics, financial modeling, and applied mathematics.
Author: Paul Scheffler Publisher: Logos Verlag Berlin GmbH ISBN: 3832540857 Category : Business & Economics Languages : en Pages : 184
Book Description
In today's times, more and more companies pursue global sourcing strategies in some form and to some extent. The most prominent reason for the increased interest in global sourcing is the idea to benefit from factor cost differences between sourcing regions. However, recent research indicates that cross-border sourcing is no panacea to generate cost savings. There are situations in which international sourcing does not lead to the intended price reductions or even causes expensive backsourcing activities. Accordingly, the ambiguous image of global sourcing is the point of departure for the dissertation at hand. Thus, the main purpose of this thesis is to explore how global sourcing can contribute to a firm’s purchasing performance. The results indicate that the accumulation of social capital between the buying organisation and its international suppliers can increase the sourcing success. However, given the limited amount of resources for those intimate buyer-supplier relationships, close partnerships cannot be maintained with all suppliers. Consequently, the research at hand points in the direction that global sourcing can be a means to increase the intensity of competition in supply markets, facilitating the pursuit of more adversarial relationships.
Author: Todd D. Little Publisher: Psychology Press ISBN: 1135675945 Category : Computers Languages : en Pages : 287
Book Description
Experts on handling longitudinal & multiple-group data contribute various, practical, analytic approaches including SEM,LTA,GLM, and multi-level techniques.Includes helpful tips, applications and examples. Grad students & researchers in social & behavior
Author: Marco Pellegrini Publisher: Frontiers Media SA ISBN: 288963650X Category : Languages : en Pages : 270
Book Description
Network science has accelerated a deep and successful trend in research that influences a range of disciplines like mathematics, graph theory, physics, statistics, data science and computer science (just to name a few) and adapts the relevant techniques and insights to address relevant but disparate social, biological, technological questions. We are now in an era of 'big biological data' supported by cost-effective high-throughput genomic, transcriptomic, proteomic, metabolomic data collection techniques that allow one to take snapshots of the cells' molecular profiles in a systematic fashion. Moreover recently, also phenotypic data, data on diseases, symptoms, patients, etc. are being collected at nation-wide level thus giving us another source of highly related (causal) 'big data'. This wealth of data is usually modeled as networks (aka binary relations, graphs or webs) of interactions, (including protein-protein, metabolic, signaling and transcription-regulatory interactions). The network model is a key view point leading to the uncovering of mesoscale phenomena, thus providing an essential bridge between the observable phenotypes and 'omics' underlying mechanisms. Moreover, network analysis is a powerful 'hypothesis generation' tool guiding the scientific cycle of 'data gathering', 'data interpretation, 'hypothesis generation' and 'hypothesis testing'. A major challenge in contemporary research is the synthesis of deep insights coming from network science with the wealth of data (often noisy, contradictory, incomplete and difficult to replicate) so to answer meaningful biological questions, in a quantifiable way using static and dynamic properties of biological networks.
Author: R.W. Jones Publisher: Elsevier ISBN: 0444867937 Category : Business & Economics Languages : en Pages : 640
Book Description
This Handbook adopts a traditional definition of the subject, and focuses primarily on the explanation of international transactions in goods, services, and assets, and on the main domestic effects of those transactions. The first volume deals with the "real side" of international economics. It is concerned with the explanation of trade and factor flows, with their main effects on goods and factor prices, on the allocation of resources and income distribution and on economic welfare, and also with the effects on national policies designed explicitly to influence trade and factor flows. In other words, it deals chiefly with microeconomic issues and methods. The second volume deals with the "monetary side" of the subject. It is concerned with the balance of payments adjustment process under fixed exchange rates, with exchange rate determination under flexible exchange rates, and with the domestic ramifications of these phenomena. Accordingly, it deals mainly with economic issues, although microeconomic methods are frequently utilized, especially in work on expectations, asset markets, and exchange rate behavior. For more information on the Handbooks in Economics series, please see our home page on http://www.elsevier.nl/locate/hes
Author: Michael Lemmon Publisher: Springer Science & Business Media ISBN: 1461540445 Category : Computers Languages : en Pages : 146
Book Description
Artificial Neural Networks have captured the interest of many researchers in the last five years. As with many young fields, neural network research has been largely empirical in nature, relyingstrongly on simulationstudies ofvarious network models. Empiricism is, of course, essential to any science for it provides a body of observations allowing initial characterization of the field. Eventually, however, any maturing field must begin the process of validating empirically derived conjectures with rigorous mathematical models. It is in this way that science has always pro ceeded. It is in this way that science provides conclusions that can be used across a variety of applications. This monograph by Michael Lemmon provides just such a theoretical exploration of the role ofcompetition in Artificial Neural Networks. There is "good news" and "bad news" associated with theoretical research in neural networks. The bad news isthat such work usually requires the understanding of and bringing together of results from many seemingly disparate disciplines such as neurobiology, cognitive psychology, theory of differential equations, largc scale systems theory, computer science, and electrical engineering. The good news is that for those capable of making this synthesis, the rewards are rich as exemplified in this monograph.
Author: Hong Kong Institute of Bankers (HKIB) Publisher: John Wiley & Sons ISBN: 0470827491 Category : Business & Economics Languages : en Pages : 470
Book Description
The importance of managing credit and credit risks carefully and appropriately cannot be overestimated. The very success or failure of a bank and the banking industry in general may well depend on how credit risk is handled. Banking professionals must be fully versed in the risks associated with credit operations and how to manage those risks. This up-to-date volume is an invaluable reference and study tool that delves deep into issues associated with credit risk management. Credit Risk Management from the Hong Kong Institute of Bankers (HKIB)discusses the various ways through which banks manage risks. Essential for candidates studying for the HKIB Associateship Examination, it can also help those who want to acquire a deeper understanding of how and why banks make decisions and set up processes that lower their risk. Topics covered in this book include: Active credit portfolio management Risk management, pricing, and capital adequacy Capital requirements for banks Approaches to credit risk management Structural models and probability of default Techniques to determine loss given default Derivatives and structured products
Author: Alastair R. Hall
Author: Alastair R. Hall
Author: Nigar Hashimzade
Author: Shin Haruta
Author: Laszlo Matyas
Author: Paul Scheffler
Author: Todd D. Little
Author: Marco Pellegrini
Author: R.W. Jones
Author: Michael Lemmon
Author: Hong Kong Institute of Bankers (HKIB)