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The generalized quadrature method of moments
Journal of Aerosol Science, 2023The quadrature method of moments (QMOM) for a one-dimensional (1-D) population balance equation was introduced by R. McGraw (Aerosol Science and Technology, 27, 255-265, 1997) to close the moment source terms. QMOM is defined based on the properties of the monic orthogonal polynomials Q i of degrees i = 0, 1,. . , n that are uniquely defined by the set
Rodney O. Fox +2 more
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Generalized Method of Moments Estimation
2008Generalized method of moments (GMM) refers to a class of estimators constructed from the sample moment counterparts of population moment conditions (sometimes known as orthogonality conditions) of the data generating model. GMM estimators have become widely used, for the following reasons: 1.
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2017
Generalized method of moments (Hansen, Econometrica, 50, 1029–1054, 1982) is one of the most popular methods in econometric literature. Due to this ground-break work, Hansen was awarded Nobel prize in 2013. The generalized method of moments (henceforth GMM) has become an important unifying framework for inference in econometrics during the last thirty ...
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Generalized method of moments (Hansen, Econometrica, 50, 1029–1054, 1982) is one of the most popular methods in econometric literature. Due to this ground-break work, Hansen was awarded Nobel prize in 2013. The generalized method of moments (henceforth GMM) has become an important unifying framework for inference in econometrics during the last thirty ...
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Implementation of Generalized Method of Moments
2009 IEEE Antennas and Propagation Society International Symposium, 2009In this paper we have developed a framework to extend the GMM technique to any arbitrary tesselation, both linear and higher order. Further, we have demonstrated that integration rules can be easily derived from those for the triangulations. In a companion paper in this conference, we have presented a set of results obtained using these techniques on ...
N. V. Nair, B. Shanker
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Efficient Generation of Method of Moments Matrices Using Equivalent Dipole-Moment Method
IEEE Antennas and Wireless Propagation Letters, 2009In this letter, the equivalent dipole-moment (EDM) method is applied to compute the matrix elements of the method of moments (MoM) via solving the volume-surface integral equation (VSIE). Besides the advantage of reducing the calculation time significantly, this extended method is unnecessary to treat the boundary condition on the surface of dielectric
null Jiade Yuan +2 more
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Generalized Method of Moments and Macroeconomics
Journal of Business & Economic Statistics, 2002We consider the contribution to the analysis of economic time series of the generalized method-of-moments estimator introduced by Hansen. We outline the theoretical contribution, conduct a small-scale literature survey, and discuss some ongoing theoretical research.
Bruce E Hansen, Kenneth D West
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2004
Abstract 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 recent important developments in the field ...
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Abstract 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 recent important developments in the field ...
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2013
Generalized Method of Moments (GMM) is a popular method for estimation of statistical models in econometrics. The method exploits the information about the model's parameters in population moment conditions. The versatility of this approach has led to applications in a wide variety of settings, including those with cross-sectional, time series, panel ...
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Generalized Method of Moments (GMM) is a popular method for estimation of statistical models in econometrics. The method exploits the information about the model's parameters in population moment conditions. The versatility of this approach has led to applications in a wide variety of settings, including those with cross-sectional, time series, panel ...
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Generalized Method of Moments Estimation
1999The 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 ...
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