Birs- 14w5157: Recent Advances and Trends in Time Series Analysis: Nonlinear Time Series, High Dimensional Inference and Beyond

  1. Title:
    Functional framework for high frequency financial data with focus on regression and predictability of intraday price curves

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  2. Title:
    Multivariate limit theorems involving short-range and long-range dependence

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  3. Title:
    Asymptotics for Causal Linear Fields

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  4. Title:
    Baxter's inequality and sieve bootstrap for random fields

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  5. Title:
    Constrained Hawkes processes for modeling limit order books

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  6. Title:
    Adaptive Spectral Estimation for Nonstationary Time Series

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  7. Title:
    Thresholded Generalized Principal Component Regression: Forecasting with Many Predictors

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  8. Title:
    On weak convergence of stochastic processes to stochastic integrals

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  9. Title:
    On heavy tailed time series and functional limit theorems

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  10. Title:
    Renewal Methods of Generating Stationary Count Time Series

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  11. Title:
    Convergence of the largest eigenvalues in a sample covariance matrix for multivariate time series

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  12. Title:
    High-dimensional autocovariance matrices and optimal linear prediction

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  13. Title:
    Robust Change-Point Tests for Time Series

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  14. Title:
    Bayesian and asymptotically pointwise optimal change-point detection in multivariate time series

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  15. Title:
    Dependent Extremes

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  16. Title:
    Inference of weighted V-statistics for nonstationary time series and its applications

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  17. Title:
    Bootstrap for dependent Hilbert space-valued random variables

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  18. Title:
    Nordman

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  19. Title:
    Modelling multivariate financial returns using changepoint-induced multiscale bases

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  20. Title:
    Whittle likelihood for nonstationary bivariate processes

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