Search Results for author: Aubrey Poon

Found 4 papers, 0 papers with code

Money Growth and Inflation: A Quantile Sensitivity Approach

no code implementations10 Aug 2023 Matteo Iacopini, Aubrey Poon, Luca Rossini, Dan Zhu

Then, the proposed framework is exploited to examine the distributional effects of money growth on the distributions of inflation and its disaggregate measures in the United States and the Euro area.

High-Dimensional Conditionally Gaussian State Space Models with Missing Data

no code implementations7 Feb 2023 Joshua C. C. Chan, Aubrey Poon, Dan Zhu

A key insight underlying the proposed approach is that the joint distribution of the missing data conditional on the observed data is Gaussian.

Vocal Bursts Intensity Prediction

Bayesian Mixed-Frequency Quantile Vector Autoregression: Eliciting tail risks of Monthly US GDP

no code implementations5 Sep 2022 Matteo Iacopini, Aubrey Poon, Luca Rossini, Dan Zhu

Timely characterizations of risks in economic and financial systems play an essential role in both economic policy and private sector decisions.

Data Augmentation

Efficient Estimation of State-Space Mixed-Frequency VARs: A Precision-Based Approach

no code implementations21 Dec 2021 Joshua C. C. Chan, Aubrey Poon, Dan Zhu

Results from these two empirical applications highlight the importance of incorporating high-frequency indicators in macroeconomic models.

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