Alexander Denev

University of Oxford

Mansfield Road

Oxford, Oxfordshire OX1 4AU

United Kingdom

SCHOLARLY PAPERS

12

DOWNLOADS
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4,864

SSRN CITATIONS
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SSRN RANKINGS

Top 48,896

in Total Papers Citations

13

CROSSREF CITATIONS

5

Scholarly Papers (12)

1.

Coherent Asset Allocation and Diversification in the Presence of Stress Events

Journal of Investment Management, 10, 4, 2012
Number of pages: 36 Posted: 28 Apr 2011 Last Revised: 06 May 2013
Riccardo Rebonato and Alexander Denev
Royal Bank of Scotland and University of Oxford
Downloads 1,431 (26,804)
Citation 8

Abstract:

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2.

Imputation of Multivariate Time Series Data - Performance Benchmarks for Multiple Imputation and Spectral Techniques

Number of pages: 18 Posted: 06 Jul 2017
Johannes Bauer, Orazio Angelini and Alexander Denev
IHS Markit, IHS Markit and University of Oxford
Downloads 928 (49,915)

Abstract:

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missing data, machine learning, spectral analysis

3.

A Probabilistic Graphical Models Approach to Model Interconnectedness

International Journal of Risk Assessment and Management 23 (2), 119-133
Number of pages: 15 Posted: 30 Nov 2017 Last Revised: 07 Jul 2020
Alexander Denev, Adrien Papaioannou and Orazio Angelini
University of Oxford, IHS Markit and IHS Markit
Downloads 454 (124,342)
Citation 1

Abstract:

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Probabilistic Graphical Models, Stress Testing, Model Risk

4.

A Formalized, Integrated and Visual Approach to Stress Testing

Risk Management - December 2016, Volume 18, Issue 4, pp 189–216
Number of pages: 25 Posted: 19 May 2016 Last Revised: 16 Jul 2017
Alexander Denev and Yaacov Mutnikas
University of Oxford and Markit Group
Downloads 427 (133,931)
Citation 2

Abstract:

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Stress Testing, Probabilistic Graphical Models

5.

Financial Networks as Directed Cyclic Graphs

CORPORATE OWNERSHIP AND CONTROL, Forthcoming
Number of pages: 17 Posted: 09 Feb 2014 Last Revised: 28 Sep 2016
Alexander Denev
University of Oxford
Downloads 388 (149,135)
Citation 1

Abstract:

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financial networks, probabilistic graphical models, bayesian networks

6.

Credit Portfolio Models in the Presence of Forward-Looking Stress Events

Journal of Risks Models Validation, Forthcoming
Number of pages: 32 Posted: 28 May 2012 Last Revised: 28 Sep 2016
Alexander Denev
University of Oxford
Downloads 347 (168,680)
Citation 3

Abstract:

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credit portfolio models, economic capital, stress testing, Bayesian Networks, tail events

7.

Macro-Hedging of Portfolios of Assets

Number of pages: 25 Posted: 07 Mar 2014 Last Revised: 18 May 2016
Alexander Denev
University of Oxford
Downloads 339 (172,897)

Abstract:

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8.

Innovating with Confidence - Embedding AI Governance and Fairness in a Financial Services Risk Management Framework

Number of pages: 19 Posted: 29 Apr 2021
Michelle Seng Ah Lee, Luciano Floridi and Alexander Denev
University of Cambridge, Yale University - Digital Ethics Center and University of Oxford
Downloads 250 (236,849)
Citation 4

Abstract:

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Artificial Intelligence, Financial Services, Auditing, Innovation

9.

Underdetermination and Variability of the Results in Macro-to-Micro Stress Tests – A Machine Learning Approach

Journal of Risk Management in Financial Institutions, Volume 10/ Number 2/ Spring 2017, pp. 130-149(20)
Number of pages: 25 Posted: 26 Oct 2016 Last Revised: 16 Jul 2017
Alexander Denev and Orazio Angelini
University of Oxford and IHS Markit
Downloads 222 (265,625)
Citation 1

Abstract:

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Stress Testing, Scenario Analysis, Probabilistic Graphical Models, Visualization, Model Risk, Machine Learning

10.

A Split of a Country - A Bayesian Net Approach to the Study of Complex Political Events

Number of pages: 48 Posted: 18 Jun 2019
Alexander Denev
University of Oxford
Downloads 78 (595,538)

Abstract:

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Brexit, complex events, Bayesian Nets, Scottish Independence

11.

Building Probabilistic Causal Models using Collective Intelligence

The Journal of Financial Data Science Volume 4, Issue 2 in May 2022
Posted: 08 Feb 2022
Olav Laudy, Alexander Denev and Allen Ginsberg
Causality Link, University of Oxford and Causality Link

Abstract:

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NLP, causal graphs, Bayesian Networks, macro-finance, expert elicitation, knowledge mining.

12.

Coherent Asset Allocation and Diversification in the Presence of Stress Events

Journal of Investment Management (JOIM), Fourth Quarter 2012
Posted: 20 May 2013
Riccardo Rebonato and Alexander Denev
Independent and University of Oxford

Abstract:

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Asset allocation, Bayesian Nets, causality, stress, portfolio optimization, extreme events