Continuous record Laplace-based inference about the break date in structural change models

A Casini, P Perron - Journal of Econometrics, 2021 - Elsevier
Building upon the continuous record asymptotic framework recently introduced by Casini
and Perron (2020a) for inference in structural change models, we propose a Laplace-based …

Estimating spot volatility under infinite variation jumps with dependent market microstructure noise

Q Liu, Z Liu - The Econometrics Journal, 2024 - academic.oup.com
Jumps and market microstructure noise are stylized features of high-frequency financial
data. It is well known that they introduce bias in the estimation of volatility (including …

[HTML][HTML] A modified wild bootstrap procedure for Laplace transforms of volatility

U Hounyo, Z Liu, RT Varneskov - Economics Letters, 2025 - Elsevier
In this note, we propose a modified wild (MW) bootstrap-based procedure for the realized
Laplace transform (RLT) of volatility. We establish its first-order asymptotic validity.

[PDF][PDF] Bootstrapping Laplace Transforms of Volatility: Supplementary Appendix

U Hounyo, Z Liu, RT Varneskov - Available at SSRN 4414552, 2023 - papers.ssrn.com
This online appendix complements the main text, Hounyo, Liu & Varneskov (2022), and it is
organized as follows. In Section S2, we introduce additional notation. Section S3 provides …

[PDF][PDF] A Modified Wild Bootstrap Procedure for Laplace Transforms of Volatility1

R Varneskov, U Hounyo, Z Liu - Available at SSRN 4427186, 2023 - papers.ssrn.com
A Modified Wild Bootstrap Procedure for Laplace Transforms of Volatility Page 1 A Modified
Wild Bootstrap Procedure for Laplace Transforms of Volatility ∗ Ulrich Hounyo † Zhi Liu ‡ …

Large Deviation Principles of Realized Laplace Transform of Volatility

X Feng, L He, Z Liu - Journal of Theoretical Probability, 2022 - Springer
Under the scenario of high-frequency data, a consistent estimator of the realized Laplace
transform of volatility is proposed by Todorov and Tauchen (Econometrica 80: 1105–1127 …