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Nonlinear dynamic structures

Article Abstract:

A nonlinear time series is examined in terms of its dynamics through focusing on conditional moment profiles which correspond to specific shocks, and using a method which includes strategies for developing perturbation experiments and carrying out statistical inference employing bootstrap methods. An empirical study is carried out using the New York Stock Exchange, and the results indicate the strengths of nonlinear models for caturing dynamics.

Author: Tauchen, George, Gallant, A. Ronald, Rossi, Peter E. A.
Publisher: Blackwell Publishers Ltd.
Publication Name: Econometrica
Subject: Mathematics
ISSN: 0012-9682
Year: 1993
Case studies, Financial markets, Nonlinear theories

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Convergence rates of SNP density estimators

Article Abstract:

The SNP estimator has been utilized for structural, reduced form, and efficient method of moments estimation in economics, finance and health services. It is essential to determine if the choice of SNP used for computation was well-planned when studying these bodies of knowledge. The case of a univariate density derived from a random sample is considered in studying the behavior of SNP in relation to other density estimators.

Author: Gallant, A. Ronald, Fenton, Victor M.
Publisher: Blackwell Publishers Ltd.
Publication Name: Econometrica
Subject: Mathematics
ISSN: 0012-9682
Year: 1996
Estimation theory, Nonparametric statistics, Convergence (Mathematics)

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Using daily range data to calibrate volatility diffusions and extract the forward integrated variance

Article Abstract:

This paper attempts to extend the methods for making diffusion model estimates of securities prices and offers data extraction methods for determining the mean and distribution of price variances.

Author: Tauchen, George, Gallant, A. Ronald, Hsu, Chien-Te
Publisher: MIT Press Journals
Publication Name: Review of Economics and Statistics
Subject: Mathematics
ISSN: 0034-6535
Year: 1999
Science & research, Econometrics & Model Building, Statistical Data Included, Usage, Prices and rates, Securities, Securities prices, Stochastic analysis, Prices, Business models

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Subjects list: Models, Analysis, Econometrics
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