Scalable Variational Bayes Inference for Dynamic Variable Selection

With Mauro Bernardi and Nicolas Bianco. Journal of Computational and Graphical Statistics, forthcoming.

January 2026 · Daniele Bianchi, Mauro Bernardi, Nicolas Bianco

Mispricing and Risk Compensation in Cryptocurrency Returns

With Mykola Babiak. Journal of Financial and Quantitative Analysis, forthcoming.

January 2025 · Daniele Bianchi, Mykola Babiak

Variational Inference for Large Bayesian Vector Autoregressions

With Mauro Bernardi and Nicolas Bianco. Journal of Business and Economic Statistics, 2024, 42(3), 1066–1082.

January 2024 · Daniele Bianchi, Mauro Bernardi, Nicolas Bianco

Trading Volume and Liquidity Provision in Cryptocurrency Markets

With Alexander Dickerson and Mykola Babiak. Journal of Banking and Finance, September 2022, Vol. 142.

September 2022 · Daniele Bianchi, Alexander Dickerson, Mykola Babiak

Bond Risk Premiums with Machine Learning

With Andrea Tamoni and Matthias Büchner. The Review of Financial Studies, 2021, Vol. 34, No. 2, 1046–1089. INVESCO Best Paper Award, FMA 2019.

April 2021 · Daniele Bianchi, Andrea Tamoni, Matthias Büchner

Adaptive Expectations and Commodity Risk Premiums

Journal of Economic Dynamics and Control, March 2021, Vol. 124.

March 2021 · Daniele Bianchi

Modeling Systemic Risk with Markov Switching Graphical SUR Models

With Monica Billio, Roberto Casarin, and Massimo Guidolin. Journal of Econometrics, 2019, Vol. 210, No. 1, 58–74.

May 2019 · Daniele Bianchi, Monica Billio, Roberto Casarin, Massimo Guidolin

Macroeconomic Factors Strike Back: A Bayesian Change Point Model of Time-Varying Risk Exposures and Premia in the U.S. Cross Section

With Massimo Guidolin and Francesco Ravazzolo. Journal of Business and Economic Statistics, 2017, Vol. 35, No. 1.

January 2017 · Daniele Bianchi, Massimo Guidolin, Francesco Ravazzolo