Joerg Kienitz

University of Wuppertal - Applied Mathematics

Assistant Professor

Gaußstraße 20

42097 Wuppertal

Germany

University of Cape Town (UCT)

Adjunct Associate Professor

Private Bag X3

Rondebosch, Western Cape 7701

South Africa

acadia

93 Longwater Circle

Boston, MA 02061

United States

  • University of Wuppertal - Applied Mathematics

  • University of Cape Town (UCT)

  • acadia

SCHOLARLY PAPERS

27

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16

Scholarly Papers (27)

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1.

Transforming Volatility - Multi Curve Cap and Swaption Volatilities

Number of pages: 22 Posted: 22 Jan 2013 Last Revised: 27 Mar 2013
Joerg Kienitz
University of Wuppertal - Applied Mathematics
Downloads 1,701 (14,901)
Citation 2

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Cap, Swaption, Displaced Diffusion, Volatility, Multi Curve, Money Market Basis

2.

An Implementation of the Hybrid-Heston-Hull-White Model

Number of pages: 34 Posted: 08 May 2009
Joerg Kienitz and Holger Kammeyer
University of Wuppertal - Applied Mathematics and UC Berkeley, Department of Mathematics
Downloads 1,415 (19,630)
Citation 2

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Heston Model, Hull-White Model, Hybrid Model, C , UML

3.

Pricing Forward Start Options in Models Based on (Time-Changed) Levy Processes

Number of pages: 14 Posted: 14 Jan 2009 Last Revised: 19 Jan 2009
Philipp Beyer and Joerg Kienitz
affiliation not provided to SSRN and University of Wuppertal - Applied Mathematics
Downloads 975 (33,894)
Citation 5

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Variance Gamma, Normal Inverse Gaussian, Gamma Ornstein Uhlenbeck, CIR, Subordinator, Time change, forward characteristic function, Option Pricing

4.

A Note on Monte Carlo Greeks for Jump Diffusion and Other Levy Processes

Number of pages: 28 Posted: 26 Aug 2008 Last Revised: 03 Sep 2008
Joerg Kienitz
University of Wuppertal - Applied Mathematics
Downloads 737 (49,638)
Citation 4

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Monte-Carlo Sensitivities, Likelihood Ratio, Importance Sampling, Greeks, Proxy Simulation, Levy Process, Jump Diffusion, Merton Model, Variance Gamma, Digital Option, Lookback Option, Knock-Out Option

5.

Monte-Carlo Simulation with Boundary Conditions (with Applications to Stress Testing, CEV and Variance-Gamma Simulation)

Number of pages: 40 Posted: 05 Apr 2010 Last Revised: 27 Apr 2010
Christian P. Fries and Joerg Kienitz
Ludwig Maximilian University of Munich (LMU) - Faculty of Mathematics and University of Wuppertal - Applied Mathematics
Downloads 658 (57,587)

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Monte Carlo Simulation, Valuation, Stress Test, Variance Reduction, Boundary Conditions, Numerical Schemes, CEV, Variance Gamma

6.

Option Valuation in Multivariate SMM/SABR Models (with an Application to the CMS Spread)

Number of pages: 27 Posted: 11 Sep 2009 Last Revised: 30 Jun 2010
Joerg Kienitz and Manuel Wittke
University of Wuppertal - Applied Mathematics and Deloitte & Touche - Financial Risk Solutions
Downloads 653 (58,155)
Citation 3

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SMM, SABR model, CMS, CMS Spread, Gyöngy Lemma, Markovian Projection, Displaced diffusion

7.

Dynamically Controlled Kernel Estimation

Number of pages: 17 Posted: 20 Apr 2021
Joerg Kienitz, Nikolai Nowaczyk and Nancy(Qingxin) Geng
University of Wuppertal - Applied Mathematics, AcadiaSoft and Imperial College London - Department of Mathematics
Downloads 612 (63,181)

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Gaussian process regression, control variates, kernel density estimation, Monte Carlo, regression, exposure, hedging, machine learning

8.

Approximate and PDE Solution to the Boundary Free SABR Model - Applications to Pricing and Calibration

Number of pages: 16 Posted: 20 Aug 2015 Last Revised: 03 Sep 2015
Joerg Kienitz
University of Wuppertal - Applied Mathematics
Downloads 522 (77,197)

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SABR, Free Boundary SABR, Approximation, Calibration, Partial Di erential Equation

9.

GMM DCKE - Semi-Analytic Conditional Expectations

Number of pages: 15 Posted: 12 Aug 2021 Last Revised: 08 Sep 2021
Joerg Kienitz
University of Wuppertal - Applied Mathematics
Downloads 462 (89,513)

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Gaussian Mean Mixture, Machine Learning, Statistical Learning, Conditional Expectation, Bermudan Option, Local Stochastic Volatility, Rough Bergomi,

10.

Libor Market Model with Stochastic Basis - Calibration Using OIS Yield and Money Market Basis Spreads

Number of pages: 14 Posted: 05 Feb 2013
Joerg Kienitz
University of Wuppertal - Applied Mathematics
Downloads 402 (105,076)

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OIS, zero bond dynamics, multi-curve, Libor Market model, forward, cap, swap, swaption, basis spread

11.

Deep Option Pricing - Term Structure Models

Number of pages: 22 Posted: 09 Dec 2019
Joerg Kienitz, Sarp Kaya Acar, Qian Liang and Nikolai Nowaczyk
University of Wuppertal - Applied Mathematics, Quaternion Risk Management, Quaternion Risk Management and AcadiaSoft
Downloads 363 (118,014)
Citation 1

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Machine learning, Neural networks, Computational Finance, Term Structure Models, Control Variates, Option Pricing, Hull-White model, Trolle-Schwartz Model

12.

Effective Markovian Projection: Application to CMS Spread Options and Mid-Curve Swaptions

Number of pages: 33 Posted: 29 Mar 2021 Last Revised: 27 Jan 2022
Mike Felpel, Joerg Kienitz and Thomas McWalter
University of Wuppertal, University of Wuppertal - Applied Mathematics and University of Cape Town (UCT)
Downloads 305 (142,216)

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Stochastic volatility, SABR, ZABR, Markovian Projection, Effective PDE, Approximation formula

13.

Effective Stochastic Local Volatility Models

Number of pages: 43 Posted: 28 Jan 2022 Last Revised: 28 Mar 2022
Mike Felpel, Joerg Kienitz and Thomas McWalter
University of Wuppertal, University of Wuppertal - Applied Mathematics and University of Cape Town (UCT)
Downloads 296 (146,717)

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Stochastic local volatility, Stochastic volatility, SABR, ZABR, Heston, Approximation formula

14.

A Note on Monte Carlo Greeks using the Characteristic Function

Number of pages: 27 Posted: 27 Nov 2008 Last Revised: 30 Nov 2008
Joerg Kienitz
University of Wuppertal - Applied Mathematics
Downloads 280 (155,253)
Citation 4

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Monte Carlo, Greeks, Levy, Characterisitc Function, Fourier Transform, Proxy

15.

Dynamic Initial Margin Estimation Based on Quantiles of Johnson Distributions

Number of pages: 24 Posted: 23 Mar 2018 Last Revised: 20 Jul 2022
Thomas McWalter, Joerg Kienitz, Nikolai Nowaczyk, Ralph Rudd and Sarp Kaya Acar
University of Cape Town (UCT), University of Wuppertal - Applied Mathematics, AcadiaSoft, The African Institute of Financial Markets and Risk Management and Quaternion Risk Management
Downloads 276 (157,535)
Citation 2

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Dynamic Initial Margin, Least Squares Monte Carlo, Johnson Distributions

16.

Effective Stochastic Volatility: Applications to ZABR-type Models

Number of pages: 27 Posted: 05 Feb 2020 Last Revised: 24 Jan 2022
Mike Felpel, Joerg Kienitz and Thomas McWalter
University of Wuppertal, University of Wuppertal - Applied Mathematics and University of Cape Town (UCT)
Downloads 202 (212,670)
Citation 2

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Stochastic volatility, SABR, ZABR, Free boundary ZABR, Mean-reverting ZABR, Effective PDE, Approximation formula

17.

The CV Makes the Difference – Control Variates for Neural Networks

Number of pages: 12 Posted: 25 Feb 2020 Last Revised: 27 Apr 2020
Joerg Kienitz, Sarp Kaya Acar, Qian Liang and Nikolai Nowaczyk
University of Wuppertal - Applied Mathematics, Quaternion Risk Management, Quaternion Risk Management and AcadiaSoft
Downloads 175 (241,007)
Citation 1

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machine learning, neural networks, control variates, Bermudan swaption, SABR, free SABR, Heston

18.

Affine Recursion Problem and a General Framework for Adjoint Methods for Calculating Sensitivities for Financial Instruments

Number of pages: 47 Posted: 09 Nov 2011
Joerg Kienitz and Nikolai Nowaczyk
University of Wuppertal - Applied Mathematics and AcadiaSoft
Downloads 171 (245,852)

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Libor Marekt Model, Adjoint Method, Affine Recursion, Bermudan Swaption, Trigger Swaps

19.

How Deep are Financial Models?

Number of pages: 13 Posted: 16 Jul 2020
Nikolai Nowaczyk, Joerg Kienitz, Sarp Kaya Acar and Qian Liang
AcadiaSoft, University of Wuppertal - Applied Mathematics, Quaternion Risk Management and Quaternion Risk Management
Downloads 147 (278,314)

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neural networks, model validation, SR 11-7, derivatives, risk management, pricing

20.

Fast Quantization of Stochastic Volatility Models

Number of pages: 28 Posted: 22 Apr 2017
Ralph Rudd, Thomas McWalter, Joerg Kienitz and Eckhard Platen
The African Institute of Financial Markets and Risk Management, University of Cape Town (UCT), University of Wuppertal - Applied Mathematics and University of Technology, Sydney (UTS) - Finance Discipline Group
Downloads 113 (338,759)
Citation 1

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quantization, option pricing, stochastic volatility

21.

Basket CMS Derivatives in Term Structure Market Models with Stochastic Volatility

Number of pages: 21 Posted: 22 Dec 2012
Joerg Kienitz, Peter Schuetterle and Manuel Wittke
University of Wuppertal - Applied Mathematics, E.on Energy Trading and Deloitte & Touche - Financial Risk Solutions
Downloads 110 (345,025)

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Libor Market Model, Stochastic Volatility, CMS, Markovian Projection, Parameter Averaging, Spread Options

22.

Recursive Marginal Quantization of Higher-Order Schemes

Number of pages: 28 Posted: 09 Jan 2017
Thomas McWalter, Ralph Rudd, Joerg Kienitz and Eckhard Platen
University of Cape Town (UCT), The African Institute of Financial Markets and Risk Management, University of Wuppertal - Applied Mathematics and University of Technology, Sydney (UTS) - Finance Discipline Group
Downloads 94 (382,384)
Citation 3

Abstract:

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quantization, option pricing

23.

Robust Product Markovian Quantization

Number of pages: 19 Posted: 21 Jul 2020
Ralph Rudd, Thomas McWalter, Joerg Kienitz and Eckhard Platen
The African Institute of Financial Markets and Risk Management, University of Cape Town (UCT), University of Wuppertal - Applied Mathematics and University of Technology, Sydney (UTS) - Finance Discipline Group
Downloads 35 (608,963)

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vector quantization, option pricing, stochastic volatility, calibration

24.

Quantization Under the Real-world Measure: Fast and Accurate Valuation of Long-dated Contracts

Number of pages: 23 Posted: 01 Feb 2018
Ralph Rudd, Thomas McWalter, Joerg Kienitz and Eckhard Platen
The African Institute of Financial Markets and Risk Management, University of Cape Town (UCT), University of Wuppertal - Applied Mathematics and University of Technology, Sydney (UTS) - Finance Discipline Group
Downloads 32 (626,876)

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quantization, option pricing, benchmark approach, real-world measure

25.

Appendix: Recursive Marginal Quantization of Higher-Order Schemes

Number of pages: 9 Posted: 17 Nov 2017
Thomas McWalter, Ralph Rudd, Joerg Kienitz and Eckhard Platen
University of Cape Town (UCT), The African Institute of Financial Markets and Risk Management, University of Wuppertal - Applied Mathematics and University of Technology, Sydney (UTS) - Finance Discipline Group
Downloads 14 (765,650)
Citation 3

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26.

Robust Product Markovian Quantization

Journal of Computational Finance, Vol. 25, No. 4, 2021
Number of pages: 24 Posted: 21 Mar 2022
Ralph Rudd, Thomas McWalter, Joerg Kienitz and Eckhard Platen
University of Cape Town (UCT) - The African Institute of Financial Markets and Risk Management, University of Cape Town (UCT), University of Wuppertal - Applied Mathematics and University of Technology, Sydney (UTS) - Finance Discipline Group
Downloads 1 (910,844)
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Abstract:

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vector quantization, recursive marginal quantization, option pricing, stochastic volatility, calibration

27.

Model Risk Using Stochastic Volatility and Levy Models

Posted: 31 Mar 2012
Manuel Wittke and Joerg Kienitz
Deloitte & Touche - Financial Risk Solutions and University of Wuppertal - Applied Mathematics

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Stochastic Volatility, Levy Models, FFT, Hedge Strategies, Calibration, Exotic Options