I am interested in Bayesian econometric methods. My current research agenda focuses on panel VARs and functional VARs.
Recent work examines: unobserved component models, mixed frequency models, order invariant VARs.
Publications
- Fast, Order-Invariant Bayesian Inference in VARs using the Eigendecomposition of the Error Covariance Matrix
Ping Wu and Gary Koop (2025)
Journal of Business and Economic Statistics, forthcoming
[ Journal Version | Working Paper] - Measuring Sub-regional Economic Activity: Missing Frequencies and Missing Data
Gary Koop, Stuart McIntyre, James Mitchell, Aubrey Poon and Ping Wu (2024)
Recent Developments in Bayesian Econometrics and its Applications: Festschrift in Honour of Sune Karlsson published by Springer
[ Working Paper] - Incorporating Short Data into Large Mixed-Frequency VARs for Regional Nowcasting
Gary Koop, Stuart McIntyre, James Mitchell, Aubrey Poon and Ping Wu (2024)
Journal of the Royal Statistical Society: Series A, 187(2), 477-495
[ Journal Version | Working Paper] - Should I open to forecast? Implications from A Multi-country Unobserved Components Model with Sparse Factor Stochastic Volatility
Ping Wu (2023)
International Journal of Forecasting, 40(3), 903-917
[ Journal Version | Working Paper] - A Time-Varying Phillips Curve with Global Factors: Are Global Factors Important?
Alain Ntumba Kabundi, Aubrey Poon, and Ping Wu (2023)
Economic Modelling, 126: 106423
[ Journal Version | Working Paper] - Estimating the Ordering of Variables in a VAR using a Plackett-Luce Prior
Ping Wu and Gary Koop (2023)
Economics Letters, 230: 111247
[ Journal Version | Working Paper]
Work in progress
- Incorporating Micro Data into Macro Models using Pseudo VARs (with Gary Koop, Stuart McIntyre and James Mitchell)
- U.S. Economy and Global Stock Markets: Insights from a Distributional Approach (with Dan Zhu)
- A Panel Unobserved Components Model
- Time Series Analysis with Missing Data (with Sharada Nia Davidson)
- Variable Ordering in a Cholesky-MSV model (with Martina Danielova Zaharieva)