Enrico Schumann

Independent

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SCHOLARLY PAPERS

28

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41

Scholarly Papers (28)

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1.

Calibrating Option Pricing Models with Heuristics

NATURAL COMPUTING IN COMPUTATIONAL FINANCE, Anthony Brabazon, Michael O'Neill, Dietmar Maringer, eds., Vol. 4, Springer, 2011
Number of pages: 39 Posted: 08 Mar 2010 Last Revised: 30 Dec 2013
Manfred Gilli and Enrico Schumann
University of Geneva - Research Center for Statistics and Independent
Downloads 1,861 (8,591)

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Option Pricing, Calibration of Option Pricing Models, Differential Evolution, Particle Swarm Optimisation, Heston Model, Bates Model, Matlab

2.

Constructing Long/Short Portfolios with the Omega Ratio

Swiss Finance Institute Research Paper No. 08-34
Number of pages: 21 Posted: 27 Oct 2008
Manfred Gilli, Enrico Schumann, Giacomo di Tollo and Gerda Cabej
University of Geneva - Research Center for Statistics, Independent, Ca Foscari University of Venice - Dipartimento di Economia and University of Geneva
Downloads 1,429 (13,147)
Citation 6

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Optimisation heuristics, Threshold Accepting, Portfolio Optimisation

3.

Calibrating the Nelson-Siegel-Svensson Model

Number of pages: 22 Posted: 16 Sep 2010 Last Revised: 22 Apr 2011
Manfred Gilli, Stefan Grosse and Enrico Schumann
University of Geneva - Research Center for Statistics, NORD/LB and Independent
Downloads 1,193 (17,364)
Citation 13

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Interest Rate Models, Term Structure Models, Nelson-Siegel, Nelson-Siegel-Svensson, Differential Evolution, R

4.

Implementing Binomial Trees

Number of pages: 16 Posted: 11 Feb 2009 Last Revised: 20 Nov 2009
Manfred Gilli and Enrico Schumann
University of Geneva - Research Center for Statistics and Independent
Downloads 1,146 (18,461)
Citation 2

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Option pricing, Binomial trees, Numerical methods, Matlab, R

5.

An Empirical Analysis of Alternative Portfolio Selection Criteria

Swiss Finance Institute Research Paper No. 09-06
Number of pages: 41 Posted: 19 Mar 2009 Last Revised: 22 Apr 2010
Manfred Gilli and Enrico Schumann
University of Geneva - Research Center for Statistics and Independent
Downloads 984 (23,098)
Citation 11

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Portfolio optimisation, Optimisation heuristics, Partial moments, Downside risk, Expected Shortfall, Value-at-Risk, Risk measures, Performance measures, Threshold Accepting

6.

Heuristic Optimisation in Financial Modelling

Annals of Operations Research, Vol. 193, No. 1, pp. 129-158, 2012
Number of pages: 31 Posted: 02 Oct 2008 Last Revised: 14 Mar 2013
Manfred Gilli and Enrico Schumann
University of Geneva - Research Center for Statistics and Independent
Downloads 767 (32,876)

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Optimisation heuristics, Financial Optimisation, Portfolio Optimisation

7.

Replicating Hedge Fund Indices with Optimization Heuristics

Downloads 695 ( 37,601)

Replicating Hedge Fund Indices with Optimization Heuristics

Swiss Finance Institute Research Paper No. 10-22
Number of pages: 16 Posted: 13 Jun 2010
Manfred Gilli, Enrico Schumann, Gerda Cabej and Jonela Lula
University of Geneva - Research Center for Statistics, Independent, University of Geneva and University of Geneva
Downloads 353 (86,884)
Citation 2

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Hedge Funds, Hedge Fund Replication, Asset Allocation, Portfolio Optimization, Optimization Heuristics, Drawdown

Replicating Hedge Fund Indices with Optimization Heuristics

Number of pages: 12 Posted: 11 May 2010
Manfred Gilli, Enrico Schumann, Gerda Cabej and Jonela Lula
University of Geneva - Research Center for Statistics, Independent, University of Geneva and University of Geneva
Downloads 342 (90,144)
Citation 2

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Hedge Funds, Hedge Fund Replication, Asset Allocation, Portfolio optimization, Optimization heuristics, Drawdown

8.

Distributed Optimisation of a Portfolio's Omega

Parallel Computing, Vol. 36, No. 7, pp. 381-389, 2010, Swiss Finance Institute Research Paper No. 08 - 17
Number of pages: 20 Posted: 08 Jul 2008 Last Revised: 22 Jul 2011
Manfred Gilli and Enrico Schumann
University of Geneva - Research Center for Statistics and Independent
Downloads 594 (46,427)
Citation 1

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Optimization heuristics, Threshold Accepting, Portfolio Optimization

9.

Constructing 130/30-Portfolios with the Omega Ratio

Journal of Asset Management, Vol 12, No 2, pp. 94-108, 2011
Number of pages: 17 Posted: 01 Sep 2009 Last Revised: 23 Jul 2011
Manfred Gilli, Enrico Schumann, Giacomo di Tollo and Gerda Cabej
University of Geneva - Research Center for Statistics, Independent, Ca Foscari University of Venice - Dipartimento di Economia and University of Geneva
Downloads 593 (46,528)
Citation 1

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Portfolio optimisation, 130/30-portfolios, Optimisation heuristics

10.

FX Trading: An Empirical Study

Number of pages: 14 Posted: 15 Jul 2011
Gerda Cabej, Manfred Gilli, Jonela Lula and Enrico Schumann
University of Geneva, University of Geneva - Research Center for Statistics, University of Geneva and Independent
Downloads 468 (62,735)

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FX Trading, Asset Allocation, Technical Trading, Portfolio Optimization, Optimization Heuristics

11.

Better Portfolios with Options

Number of pages: 16 Posted: 08 Nov 2012 Last Revised: 12 Nov 2012
Gerda Cabej, Manfred Gilli and Enrico Schumann
University of Geneva, University of Geneva - Research Center for Statistics and Independent
Downloads 410 (73,667)

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Option Overwriting, Delta-Hedging, Volatility trading, Portfolio Optimization, Optimization Heuristics

12.

Optimisation in Financial Engineering

Journal of Financial Transformation, Vol. 28, pp. 117-122, 2010
Number of pages: 10 Posted: 03 Feb 2010 Last Revised: 19 Oct 2010
Manfred Gilli and Enrico Schumann
University of Geneva - Research Center for Statistics and Independent
Downloads 400 (75,802)

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Financial Optimisation, Financial Modelling, Heuristics, Model Evaluation

13.

Creating Rank-Correlated Triangular Variates

Number of pages: 4 Posted: 25 Sep 2010
Enrico Schumann
Independent
Downloads 217 (146,125)
Citation 1

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R, rank correlation, stochastic simulation, triangular distribution

14.

Optimal Enough?

Journal of Heuristics, Vol. 17, No. 4, pp. 373-387, 2011
Number of pages: 18 Posted: 17 Jun 2009 Last Revised: 23 Jul 2011
Manfred Gilli and Enrico Schumann
University of Geneva - Research Center for Statistics and Independent
Downloads 215 (147,322)

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Optimisation heuristics, Portfolio Optimisation, Threshold Accepting

15.

A Note on ‘Good Starting Values’ in Numerical Optimisation

Number of pages: 7 Posted: 03 Jun 2010 Last Revised: 16 Sep 2010
Manfred Gilli and Enrico Schumann
University of Geneva - Research Center for Statistics and Independent
Downloads 199 (158,450)
Citation 3

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numerical optimisation, Nelson-Siegel, Nelson-Siegel-Svensson, optimisation heuristics

16.

Robust Regression with Optimisation Heuristics

Anthony Brabazon, Michael O’Neill and Dietmar Maringer, eds., NATURAL COMPUTING IN COMPUTATIONAL FINANCE, Volume 3, Springer 2010
Number of pages: 26 Posted: 13 Jul 2009 Last Revised: 20 Oct 2010
Manfred Gilli and Enrico Schumann
University of Geneva - Research Center for Statistics and Independent
Downloads 183 (171,094)

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Optimisation heuristics, Robust Regression, Least Median of Squares

17.

Backtesting

Forthcoming in “Numerical Methods and Optimization in Finance (2nd ed),” by M. Gilli, D. Maringer and E. Schumann
Number of pages: 89 Posted: 17 May 2019 Last Revised: 25 Jul 2019
Enrico Schumann
Independent
Downloads 178 (175,363)

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backtesting, portfolio optimization, trading, R, momentum, NMOF

18.

Heuristics for Portfolio Selection

Number of pages: 16 Posted: 20 Jan 2015
Manfred Gilli and Enrico Schumann
University of Geneva - Research Center for Statistics and Independent
Downloads 174 (178,881)

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portfolio optimisation, heuristics, financial modelling, model risk, model errors

19.

Examples and Extensions for the NMOF Package

Number of pages: 48 Posted: 15 Jul 2011 Last Revised: 10 May 2012
Enrico Schumann
Independent
Downloads 163 (189,138)
Citation 1

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Heuristics, Portfolio optimisation, Asset selection, Model selection, Threshold Accepting, Differential Evolution, Genetic Algorithms, Particle Swarm, R

20.

Heuristic Methods in Finance

The Statistical Computing & Statistical Graphics Newsletter, Vol. 22, pp. 13-19, 2011
Number of pages: 7 Posted: 28 Mar 2011 Last Revised: 17 Nov 2017
Enrico Schumann and David Ardia
Independent and HEC Montreal - Department of Decision Sciences
Downloads 163 (189,138)

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Optimization, Heuristic methods, Local Search, Differential Evolution

21.

Risk-Reward Optimisation for Long-Run Investors: An Empirical Analysis

European Actuarial Journal, Vol. 1, No. 1 (supplement 2), pp. 303-327, 2011
Number of pages: 26 Posted: 20 Oct 2010 Last Revised: 15 Mar 2013
Manfred Gilli and Enrico Schumann
University of Geneva - Research Center for Statistics and Independent
Downloads 149 (204,078)

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Portfolio optimisation, Optimisation heuristics, Downside risk

22.

Risk-Reward Ratio Optimisation (Revisited)

Swiss Finance Institute Research Paper No. 17-55
Number of pages: 15 Posted: 28 May 2017 Last Revised: 09 Jan 2018
Manfred Gilli and Enrico Schumann
University of Geneva - Research Center for Statistics and Independent
Downloads 132 (225,078)

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Numerical optimisation; Heuristics; Risk-based investing; Downside risk; Factor Investing; UCITS

23.

Take-the-Best in Portfolio Selection

Number of pages: 5 Posted: 10 Feb 2013 Last Revised: 27 Feb 2013
Enrico Schumann
Independent
Downloads 128 (230,470)
Citation 5

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portfolio optimisation, heuristics, minimum-variance, forecasting

24.

Optimization Cultures

Number of pages: 6 Posted: 15 Apr 2014 Last Revised: 03 May 2014
Manfred Gilli and Enrico Schumann
University of Geneva - Research Center for Statistics and Independent
Downloads 115 (249,589)

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Numerical Optimization, Heuristics, Algorithms

25.

Accuracy and Precision in Finance

Number of pages: 9 Posted: 03 Dec 2015
Manfred Gilli and Enrico Schumann
University of Geneva - Research Center for Statistics and Independent
Downloads 55 (385,823)

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heuristics, portfolio optimisation, model validation, model risk

26.

Appendix for 'Optimal Enough?'

Number of pages: 2 Posted: 03 Oct 2009
Manfred Gilli and Enrico Schumann
University of Geneva - Research Center for Statistics and Independent
Downloads 53 (392,356)

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Optimisation heuristics, Portfolio Optimisation, Threshold Accepting

27.

Optimization Heuristics: A Tutorial

Forthcoming in “Numerical Methods and Optimization in Finance (2nd ed),” by M. Gilli, D. Maringer and E. Schumann
Number of pages: 50 Posted: 07 Jun 2019 Last Revised: 25 Jul 2019
Enrico Schumann
Independent
Downloads 51 (399,164)

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heuristics, search, optimization, machine learning, model selection, portfolio selection, R, NMOF

28.

Two Pitfalls in Comparing Financial Time-Series

Number of pages: 1
Enrico Schumann
Independent
Downloads 1

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financial time-series, time-series visualisation, data graphics