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Article
Evaluating Currency Risk in Emerging Markets
We present a systematic approach to the problem of evaluating currency risk. The approach involves a test for stationarity, and a method of estimating Value-at-Risk (VaR) and Expected Shortfall (ES) from depe...
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Article
A generalized fractionally differencing approach in long-memory modeling
We extend the class of fractional ARIMA models to the class of fractional ARUMA models, which describe long-memory time series with long-range periodical behavior at a finite number of spectrum frequencies. Th...
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Chapter and Conference Paper
Long Memory Shot Noises and Limit Theorems with Application to Burgers’ Equation
Shot noise processes and random fields with long memory are discussed. Convergence of the distribution of integrated polynomials of shot noise process with long memory to a self-similar process expressed as mu...
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Article
Testing and estimating in the change-point problem of the spectral function
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Chapter
On shot noise processes attracted to fractional Lévy motion
Convergence in distribution of an integrated shot noise process to α-stable fractional Lévy motion (1 < α < 2) is discussed. We show also that the class of limiting processes contains some non-stable self-similar...
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Article
Functional CLT for nonparametric estimates of the spectrum and change-point problem for a spectral function
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Article
A central limit theorem for quadratic forms in strongly dependent linear variables and its application to asymptotical normality of Whittle's estimate
A central limit theorem for quadratic forms in strongly dependent linear (or moving average) variables is proved, generalizing the results of Avram [1] and Fox and Taqqu [3] for Gaussian variables. The theorem...
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Article
Central limit theorem for polynomial forms. II
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Article
Central limit theorem for polynomial forms. I
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Article
Limit theorem for polynomials of a linear process with long-range dependence
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Chapter
Multivariate Appell polynomials and the central limit theorem
A CLT for processes of the form L(Xt) is proved, where L(x) is a polynomial and Xt, t ∈ ℤ is a process with long range dependence. Conditions on Xt are formulated in terms of semi-invariants; they are specified f...
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Article
CLT and other limit theorems for functionals of Gaussian processes
Conditions for the CLT for non-linear functionals of stationary Gaussian sequences are discussed, with special references to the borderline between the CLT and the non-CLT. Examples of the non-CLT for such fun...
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Article
Central limit theorem for functionals of a linear process
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Article
Asymptotic distribution of spectral estimates of ito-wiener integrals
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Article
Convergence of certain nonlinear transformations of a Gaussian sequence to self-similar processes