Daniele Bianchi

University of Warwick - Finance Group

Assistant Professor of Finance

Gibbet Hill Rd

Coventry, CV4 7AL

Great Britain

http://whitesphd.com/

SCHOLARLY PAPERS

17

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CITATIONS
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39

Scholarly Papers (17)

1.

Cryptocurrencies As an Asset Class? An Empirical Assessment

WBS Finance Group Research Paper
Number of pages: 35 Posted: 30 Nov 2017 Last Revised: 16 Jun 2018
Daniele Bianchi
University of Warwick - Finance Group
Downloads 1,823 (8,305)
Citation 16

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Cryptocurrencies, Blockchain, Financial Markets, Returns Correlations, Volatility Spillovers.

2.
Downloads 888 ( 25,353)
Citation 6

Bond Risk Premia with Machine Learning

Number of pages: 82 Posted: 26 Aug 2018 Last Revised: 28 Feb 2019
Daniele Bianchi, Matthias Büchner and Andrea Tamoni
University of Warwick - Finance Group, University of Warwick - Finance Group and Rutgers, The State University of New Jersey - Rutgers Business School at Newark & New Brunswick
Downloads 827 (27,598)
Citation 6

Abstract:

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Machine Learning, Neural Networks, Forecasting, Bond Returns Predictability, Empirical Asset Pricing, Ensembled Networks.

Bond Risk Premia with Machine Learning

USC-INET Research Paper No. 19-11, April 2019
Number of pages: 96 Posted: 15 Jun 2019 Last Revised: 23 Jun 2019
Daniele Bianchi, Matthias Büchner and Andrea Tamoni
University of Warwick - Finance Group, University of Warwick - Finance Group and Rutgers, The State University of New Jersey - Rutgers Business School at Newark & New Brunswick
Downloads 61 (354,027)

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Machine Learning, Ensembled Networks, Forecasting, Bond Return Predictability, Empirical Asset Pricing.

3.

Modeling Systemic Risk with Markov Switching Graphical SUR Models

Number of pages: 49 Posted: 14 Dec 2014 Last Revised: 18 May 2017
University of Warwick - Finance Group, Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics and Bocconi University - Department of Finance
Downloads 769 (30,975)
Citation 10

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Markov Regime-Switching, Weighted Eigenvector Centrality, Graphical Models, MCMC, Systemic Risk, Network Connectivity

4.

Trading Volume in Cryptocurrency Markets

Number of pages: 59 Posted: 13 Sep 2018 Last Revised: 10 May 2019
Daniele Bianchi and Alexander Dickerson
University of Warwick - Finance Group and Warwick Business SchoolWarwick Business School
Downloads 578 (45,459)
Citation 5

Abstract:

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Cryptocurrency, Investments, Trading Volume, Predictability, Asymmetric Information

5.

The Dynamics of Expected Returns: Evidence from Multi-Scale Time Series Modeling

Number of pages: 78 Posted: 03 Nov 2015 Last Revised: 10 Jul 2016
Daniele Bianchi and Andrea Tamoni
University of Warwick - Finance Group and Rutgers, The State University of New Jersey - Rutgers Business School at Newark & New Brunswick
Downloads 489 (56,192)

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Expected Returns, Long-Horizon Predictability, Multi-Scale, Bayesian Methods

6.

Carry Trades and Tail Risk: Evidence from Commodity Markets

Number of pages: 48 Posted: 19 Sep 2017 Last Revised: 12 May 2018
Daniele Bianchi
University of Warwick - Finance Group
Downloads 448 (62,655)

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Commodity Markets, Carry, Panel Quantile Regressions, Tail Risk, Empirical Asset Pricing, Risk Management, Bayesian Regressions.

7.

Cyber Attacks and Stock Market Activity

Number of pages: 50 Posted: 05 Jun 2018 Last Revised: 06 Apr 2019
Daniele Bianchi and Onur Kemal Tosun
University of Warwick - Finance Group and Cardiff Business School - Accounting and Finance Section
Downloads 415 (68,682)
Citation 1

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Security Breaches, Hacking, Stock Returns, Market Activity

8.

Adaptive Expectations and Commodity Risk Premia

Number of pages: 48 Posted: 28 May 2016 Last Revised: 09 Mar 2018
Daniele Bianchi and Jacopo Piana
University of Warwick - Finance Group and City University London - Faculty of Finance
Downloads 405 (70,825)

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Commodity Markets, Adaptive Expectations, Empirical Asset Pricing, Hedging Pressure, Time-Series Momentum

9.

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

Journal of Business & Economic Statistics, Forthcoming
Number of pages: 44 Posted: 12 Nov 2013 Last Revised: 11 Jun 2015
Daniele Bianchi, Massimo Guidolin and Francesco Ravazzolo
University of Warwick - Finance Group, Bocconi University - Department of Finance and Free University of Bolzano
Downloads 353 (83,079)
Citation 3

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Structural breaks, Change-point model, Stochastic volatility, Multi-factor linear models, Asset pricing

10.

A Dynamic Test of Conditional Asset Pricing Models

Number of pages: 42 Posted: 01 Mar 2014 Last Revised: 23 Nov 2016
Daniele Bianchi
University of Warwick - Finance Group
Downloads 265 (113,609)

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Factor Pricing Models, Savage-Dickey Density Ratio, Stochastic Betas, Bayesian Econometrics

11.

An Anatomy of Industry Merger Waves

Number of pages: 40 Posted: 20 Jun 2015 Last Revised: 14 Apr 2016
Daniele Bianchi and Carlo Chiarella
University of Warwick - Finance Group and CUNEF
Downloads 169 (174,549)

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M&A, Poisson Regressions, Markov Regime-Switching, Time-Varying Probabilities, Discrete-Choice Models, MCMC

12.

Dissecting the 2007-2009 Real Estate Market Bust: Systematic Pricing Correction or Just a Housing Fad?

Number of pages: 40 Posted: 12 Nov 2013 Last Revised: 06 Nov 2016
Daniele Bianchi, Massimo Guidolin and Francesco Ravazzolo
University of Warwick - Finance Group, Bocconi University - Department of Finance and Free University of Bolzano
Downloads 154 (188,829)
Citation 1

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I-CAPM, Mispricing, REIT, Model Uncertainty, Stochastic Breaks, Bayesian Econometrics

13.

Large-Scale Dynamic Predictive Regressions

Number of pages: 51 Posted: 08 Mar 2018
Daniele Bianchi and Ken McAlinn
University of Warwick - Finance Group and University of Chicago - Booth School of Business
Downloads 139 (205,353)

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Data-Rich Models, Big Data, Forecast Combination, Model Averaging, Dynamic Forecasting, Macroeconomic Forecasting, Returns Predictability

14.

Can Long-Run Dynamic Optimal Strategies Outperform Fixed-Mix Portfolios? Evidence from Multiple Data Sets

Number of pages: 30 Posted: 13 Nov 2013
Daniele Bianchi and Massimo Guidolin
University of Warwick - Finance Group and Bocconi University - Department of Finance
Downloads 109 (246,741)
Citation 1

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Finance, Investment analysis, Portfolio choice, Predictability, Vector autoregressive models, Out-of-sample performance

15.

Predictability of Order Imbalance, Market Quality and Equity Cost of Capital

Number of pages: 72 Posted: 20 Dec 2018 Last Revised: 08 May 2019
Daniele Bianchi, Matthias Büchner and Roman Kozhan
University of Warwick - Finance Group, University of Warwick - Finance Group and University of Warwick - Warwick Business School
Downloads 83 (294,682)

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Order Imbalance Predictability, Market Efficiency, Liquidity Provision, Asymmetric Information

Can Linear Predictability Models Time Bull and Bear Real Estate Markets? Out-of-Sample Evidence from REIT Portfolios

Journal of Real Estate Finance and Economics, Vol. 49, No. 1, 2014
Posted: 25 Jun 2014
Massimo Guidolin and Daniele Bianchi
Bocconi University - Department of Finance and University of Warwick - Finance Group

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REIT returns; Predictability; Strategic asset allocation; Markov switching; Vector autoregressive models; Out-of-sample performance

17.

Real-Time Learning, Macroeconomic Uncertainty, and the Variance Risk Premium

Posted: 14 Nov 2013 Last Revised: 12 Apr 2015
Daniele Bianchi
University of Warwick - Finance Group

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Variance Risk Premium, Real-Time Learning, Parameter Uncertainty, Recursive Preferences