Empirical‐Process Limit Theory and Filter Approximation Bounds for Score‐Driven Time Series Models
ABSTRACT This article examines the filtering and approximation‐theoretic properties of score‐driven time series models. Under specific Lipschitz‐type and tail conditions, new results are derived, leading to maximal and deviation inequalities for the filtering approximation error using empirical process theory.
Enzo D'Innocenzo
wiley +1 more source
Computational Fluid Dynamics to Investigate the Possible Behavior of <i>Ercaicunia multinodosa</i> While Swimming Inverted on the Water Surface. [PDF]
Li Y, Yang Z, Zhou Z.
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Testing Distributional Granger Causality With Entropic Optimal Transport
ABSTRACT We develop a novel nonparametric test for Granger causality in distribution based on entropic optimal transport. Unlike classical mean‐based approaches, the proposed method directly compares the full conditional distributions of a response variable with and without the history of a candidate predictor.
Tao Wang
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Large dynamic pitching for lift enhancement during the pull-out manoeuvre of raptors. [PDF]
Gowree ER +3 more
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Marchenko–Pastur Laws for Daniell Smoothed Periodograms
ABSTRACT Given a sample X0,…,Xn−1$$ {X}_0,\dots, {X}_{n-1} $$ from a d$$ d $$‐dimensional stationary time series (Xt)t∈ℤ$$ {\left({X}_t\right)}_{t\in \mathbb{Z}} $$, the most commonly used estimator for the spectral density matrix F(θ)$$ F\left(\theta \right) $$ at a given frequency θ∈[0,2π)$$ \theta \in \left[0,2\pi \right) $$ is the Daniell smoothed ...
Ben Deitmar
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Relationship between caudal fin closing motion and acceleration capability of Rudarius ercodes balistiform locomotion. [PDF]
Fuji T +5 more
europepmc +1 more source
Numerical investigation of dynamic responses and mooring forces of submerged floating tunnel driven by surface waves. [PDF]
Chen X +6 more
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Effect of Hindwings on the Aerodynamics and Passive Dynamic Stability of a Hovering Hawkmoth. [PDF]
Noda R, Nakata T, Liu H.
europepmc +1 more source
Testing for Rough Volatility When Prices Are Purely Discontinuous
ABSTRACT We consider the problem of nonparametric testing for rough volatility, using high‐frequency data with a fixed time span, in a setting where the price is purely discontinuous. More specifically, we analyze the asymptotic properties of a test we developed in previous work in a pure‐jump setting.
Carsten H. Chong, Viktor Todorov
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