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Dynamic Nonlinear Econometric Models: Asymptotic Theory Book

Dynamic Nonlinear Econometric Models: Asymptotic Theory
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Dynamic Nonlinear Econometric Models: Asymptotic Theory, The book provides an extensive discussion of asymptotic theory of M-estimators in the context of dynamic nonlinear models. The class of M-estimators contains least mean distance estimators (including maximum likelihood estimators) and generalized method o, Dynamic Nonlinear Econometric Models: Asymptotic Theory
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  • Dynamic Nonlinear Econometric Models: Asymptotic Theory
  • Written by author Potscher, Benedikt M., Prucha, Ingmar R
  • Published by Springer-Verlag New York, LLC, 12/7/2010
  • The book provides an extensive discussion of asymptotic theory of M-estimators in the context of dynamic nonlinear models. The class of M-estimators contains least mean distance estimators (including maximum likelihood estimators) and generalized method o
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From the contents: Preface.- Introduction.- Models, Data Generating Processes, and Estimators.- Basic Structure of the Classical Consistency Proof.- Further Comments on Consistency Proofs.- Uniform Laws of Large Numbers.- Approximation Concepts and Limit Theorems.- Consistency: Catalogues of Assumptions.- Basic Structure of the Asymptotic Normality Proof.- Asymptotic Normality under Nonstandard Conditions.- Central Limit Theorems.- Asymptotic Normality: Catalogues of Assumptions.- Heteroskedasticity and Autocorrelation Robust Estimation of Variance Covariance Matrices.- Consistent Variance Covariance Matrix Estimation: Catalogues of Assumptions.- Quast Maximum Likelihood Estimation of Dynamic Nonlinear Simultaneous Systems.- Concluding Remarks.- References.- Index.


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Dynamic Nonlinear Econometric Models: Asymptotic Theory, The book provides an extensive discussion of asymptotic theory of M-estimators in the context of dynamic nonlinear models. The class of M-estimators contains least mean distance estimators (including maximum likelihood estimators) and generalized method o, Dynamic Nonlinear Econometric Models: Asymptotic Theory

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Dynamic Nonlinear Econometric Models: Asymptotic Theory, The book provides an extensive discussion of asymptotic theory of M-estimators in the context of dynamic nonlinear models. The class of M-estimators contains least mean distance estimators (including maximum likelihood estimators) and generalized method o, Dynamic Nonlinear Econometric Models: Asymptotic Theory

Dynamic Nonlinear Econometric Models: Asymptotic Theory

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Dynamic Nonlinear Econometric Models: Asymptotic Theory, The book provides an extensive discussion of asymptotic theory of M-estimators in the context of dynamic nonlinear models. The class of M-estimators contains least mean distance estimators (including maximum likelihood estimators) and generalized method o, Dynamic Nonlinear Econometric Models: Asymptotic Theory

Dynamic Nonlinear Econometric Models: Asymptotic Theory

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