Robert J. Elliott

Orcid: 0000-0002-5486-6999

Affiliations:
  • University of Calgary, Haskayne School of Business, Canada


According to our database1, Robert J. Elliott authored at least 93 papers between 1983 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Filtering Response Directions.
SIAM J. Financial Math., 2021

2020
Stochastic control for BSDEs and ABSDEs with Markov chain noises.
Int. J. Control, 2020

Optimal portfolio execution problem with stochastic price impact.
Autom., 2020

2019
The mean squared loss control problem for a partially observed Markov chain.
Int. J. Control, 2019

2017
On Finite-State Stochastic Modeling and Secure Estimation of Cyber-Physical Systems.
IEEE Trans. Autom. Control., 2017

Filtering With Uncertain Noise.
IEEE Trans. Autom. Control., 2017

A Higher-order interactive hidden Markov model and its applications.
OR Spectr., 2017

2016
Event-based state estimation of discrete-state hidden Markov models.
Autom., 2016

2015
Backward stochastic difference equations for dynamic convex risk measures on a binomial tree.
J. Appl. Probab., 2015

Non-Gaussian GARCH option pricing models and their diffusion limits.
Eur. J. Oper. Res., 2015

Discrete-time mean-field Stochastic linear-quadratic optimal control problems, II: Infinite horizon case.
Autom., 2015

2014
On pricing barrier options with regime switching.
J. Comput. Appl. Math., 2014

A Double HMM approach to Altman Z-scores and credit ratings.
Expert Syst. Appl., 2014

Filtering and change point estimation for hidden Markov-modulated Poisson processes.
Appl. Math. Lett., 2014

2013
Filtering a Double Threshold Model With Regime Switching.
IEEE Trans. Autom. Control., 2013

Change point estimation for continuous-time hidden Markov models.
Syst. Control. Lett., 2013

A modified hidden Markov model.
Autom., 2013

Discrete time mean-field stochastic linear-quadratic optimal control problems.
Autom., 2013

Option valuation under a regime-switching constant elasticity of variance process.
Appl. Math. Comput., 2013

2012
A Stochastic Maximum Principle for a Markov Regime-Switching Jump-Diffusion Model and Its Application to Finance.
SIAM J. Control. Optim., 2012

Markovian forward-backward stochastic differential equations and stochastic flows.
Syst. Control. Lett., 2012

Optimal Design of Dynamic Default Risk Measures.
J. Appl. Probab., 2012

How to value risk.
Expert Syst. Appl., 2012

2011
Backward Stochastic Difference Equations and Nearly Time-Consistent Nonlinear Expectations.
SIAM J. Control. Optim., 2011

Control of discrete-time HMM partially observed under fractional Gaussian noises.
Syst. Control. Lett., 2011

A filter for a hidden Markov chain observed in fractional Gaussian noise.
Syst. Control. Lett., 2011

An M-ary detection approach for asset allocation.
Comput. Math. Appl., 2011

Characteristic functions and option valuation in a Markov chain market.
Comput. Math. Appl., 2011

A BSDE approach to a risk-based optimal investment of an insurer.
Autom., 2011

On filtering and estimation of a threshold stochastic volatility model.
Appl. Math. Comput., 2011

2010
Filtering a Markov Modulated Random Measure.
IEEE Trans. Autom. Control., 2010

A Zakai equation derivation of the extended Kalman filter.
Autom., 2010

A filter for a state space model with fractional Gaussian noise.
Autom., 2010

On risk minimizing portfolios under a Markovian regime-switching Black-Scholes economy.
Ann. Oper. Res., 2010

2009
A Viterbi smoother for discrete state space model.
Syst. Control. Lett., 2009

A Continuous-time Hidden Markov Model for Mean-variance Portfolio Optimization.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

2008
Discrete-Time Expectation Maximization Algorithms for Markov-Modulated Poisson Processes.
IEEE Trans. Autom. Control., 2008

Assessment 2.0.
Int. J. Emerg. Technol. Learn., 2008

A self tuning model for risk estimation.
Expert Syst. Appl., 2008

A Markovian regime-switching stochastic differential game for portfolio risk minimization.
Proceedings of the American Control Conference, 2008

An exact recursive filter for Quadrature Amplitude Modulation dynamics.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007
Discrete-Time Nonlinear Filtering Algorithms Using Gauss-Hermite Quadrature.
Proc. IEEE, 2007

Insurance Claims Modulated by a Hidden Marked Point Process.
Proceedings of the American Control Conference, 2007

2006
Optimal linear estimation and data fusion.
IEEE Trans. Autom. Control., 2006

Option Pricing for Pure Jump Processes with Markov Switching Compensators.
Finance Stochastics, 2006

A new nonlinear filter.
Commun. Inf. Syst., 2006

On The Performance of Gaussian Mixture Estimation Techniques for Dicrete-Time Jump Markov Linear Systems.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005
Risk-sensitive filtering and smoothing for continuous-time Markov Processes.
IEEE Trans. Inf. Theory, 2005

General Smoothing Formulas for Markov-Modulated Poisson Observations.
IEEE Trans. Autom. Control., 2005

State and Mode Estimation for Discrete-Time Jump Markov Systems.
SIAM J. Control. Optim., 2005

An Algorithmic Estimation Scheme for Hybrid Stochastic Systems.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

Exact Smoothers for Discrete-Time Hybrid Stochastic Systems.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

New Gaussian mixture state estimation schemes for discrete time hybrid Gauss-Markov systems.
Proceedings of the American Control Conference, 2005

2004
Robust M-ary detection filters and smoothers for continuous-time jump Markov systems.
IEEE Trans. Autom. Control., 2004

Arbitrage in a Discrete Version of the Wick-Fractional Black-Scholes Market.
Math. Oper. Res., 2004

2003
Conditional Moment Generating Functions for Integrals and Stochastic Integrals.
SIAM J. Control. Optim., 2003

On the numerical stability of time-discretised state estimation via Clark transformations.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

2002
A mixed MAP/MLSE receiver for convolutional coded signals transmitted over a fading channel.
IEEE Trans. Signal Process., 2002

Robust continuous-time smoothers without two-sided stochastic integrals.
IEEE Trans. Autom. Control., 2002

HMM volatility estimation.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002

2001
Stochastic flows and the forward measure.
Finance Stochastics, 2001

Robust M-ary detection filters for continuous-time jump Markov systems.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001

Robust smoother dynamics for Poisson processes driven by an Ito?diffusion.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001

2000
Information states in stochastic control and filtering: a Lie algebraic theoretic approach.
IEEE Trans. Autom. Control., 2000

Robust EM algorithms for Markov modulated Poisson processes.
Proceedings of the 39th IEEE Conference on Decision and Control, 2000

1999
Exact filters for certain moments and stochastic integrals of the state of systems with Benes nonlinearity.
IEEE Trans. Autom. Control., 1999

New finite-dimensional filters for parameter estimation of discrete-time linear Gaussian models.
IEEE Trans. Autom. Control., 1999

Finite-dimensional nonlinear output feedback dynamic games and bounds for sector nonlinearities.
IEEE Trans. Autom. Control., 1999

Short rate analysis and marked point processes.
Math. Methods Oper. Res., 1999

Incomplete markets with jumps and informed agents.
Math. Methods Oper. Res., 1999

M-ary detection filters for Cox process models.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

1998
A martingale Kronecker lemma and parameter estimation for linear systems.
IEEE Trans. Autom. Control., 1998

A finite-dimensional filter for hybrid observations.
IEEE Trans. Autom. Control., 1998

Adaptive control of linear systems with Markov perturbations.
IEEE Trans. Autom. Control., 1998

New finite-dimensional risk-sensitive filters: small noise limits.
IEEE Trans. Autom. Control., 1998

1997
Exact finite-dimensional filters for doubly stochastic auto-regressive processes.
IEEE Trans. Autom. Control., 1997

Certain nonlinear partially observable stochastic optimal control problems with explicit control laws equivalent to LEQG/LQG problems.
IEEE Trans. Autom. Control., 1997

An application of hidden Markov models to asset allocation problems.
Finance Stochastics, 1997

Filters for estimating Markov modulated poisson processes and image-based tracking.
Autom., 1997

Optimal Estimation of Poisson Rate from Discrete Time Observations.
Proceedings of the 1997 IEEE International Conference on Communications: Towards the Knowledge Millennium, 1997

1996
Exact hybrid filters in discrete time.
IEEE Trans. Autom. Control., 1996

General finite-dimensional risk-sensitive problems and small noise limits.
IEEE Trans. Autom. Control., 1996

Finite-dimensional solutions of a modified Zakai equation.
Math. Control. Signals Syst., 1996

Optimal Filters for Reconstructing.
Proceedings of the Fourth International Symposium on Signal Processing and Its Applications, 1996

1995
A filtered EM algorithm for joint hidden Markov model and sinusoidal parameter estimation.
IEEE Trans. Signal Process., 1995

1994
Estimation for discrete Markov random fields observed in Gaussian noise.
IEEE Trans. Inf. Theory, 1994

Risk-sensitive control and dynamic games for partially observed discrete-time nonlinear systems.
IEEE Trans. Autom. Control., 1994

Exact adaptive filters for Markov chains observed in Gaussian noise.
Autom., 1994

1993
New finite-dimensional filters and smoothers for noisily observed Markov chains.
IEEE Trans. Inf. Theory, 1993

1989
Bilateral prediction.
IEEE Trans. Inf. Theory, 1989

1986
Reverse-time Markov processes.
IEEE Trans. Inf. Theory, 1986

The Zakai forms of the prediction and smoothing equations.
IEEE Trans. Inf. Theory, 1986

1983
Application of variational inequalities to stochastic control: A. Bensoussan and J. L. Lions.
Autom., 1983


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