-
1
-
-
79951901899
-
-
Technical Report, University of Bristol
-
Andrieu, C., Doucet, A., and Tadić, V. 2009. On-line parameter estimation in general state-space models using pseudo-likelihood. Technical Report, University of Bristol.
-
(2009)
On-line parameter estimation in general state-space models using pseudo-likelihood
-
-
Andrieu, C.1
Doucet, A.2
Tadić, V.3
-
3
-
-
0033242699
-
Pricing general barrier options: A numerical approach using sharp large deviations
-
Baldi, P., Caramellino, L., and Iovino, I. 1999. Pricing general barrier options: A numerical approach using sharp large deviations. Math. Finance 9: 239-321.
-
(1999)
Math. Finance
, vol.9
, pp. 239-321
-
-
Baldi, P.1
Caramellino, L.2
Iovino, I.3
-
4
-
-
0035648379
-
Non-Gaussian OU-based models and some of their uses in financial economics (with discussion)
-
Barndorff-Nielsen, O.E., and Shephard, N. 2001. Non-Gaussian OU-based models and some of their uses in financial economics (with discussion). J. R. Statist. Soc. B 63: 167-241.
-
(2001)
J. R. Statist. Soc. B
, vol.63
, pp. 167-241
-
-
Barndorff-Nielsen, O.E.1
Shephard, N.2
-
5
-
-
79951871636
-
-
Technical Report, University of Oslo
-
Benth, F.E., Groth, M., and Wallin, O. 2007. Derivative free Greeks for the Barndorff- Nielsen and Shephard stochastic volatility model. Technical Report, University of Oslo.
-
(2007)
Derivative free Greeks for the Barndorff- Nielsen and Shephard stochastic volatility model
-
-
Benth, F.E.1
Groth, M.2
Wallin, O.3
-
6
-
-
0141936529
-
Monte Carlo evaluation of Greeks for multi-dimensional barrier and look-back options
-
Bernis, G., Gobet, E., and Kohatsu-Higa, A. 2003. Monte Carlo evaluation of Greeks for multi-dimensional barrier and look-back options. Math. Finance 13: 99-113.
-
(2003)
Math. Finance
, vol.13
, pp. 99-113
-
-
Bernis, G.1
Gobet, E.2
Kohatsu-Higa, A.3
-
7
-
-
33646690994
-
Exact and computationally efficient likelihood-based estimation for discretely observed diffusion processes (with discussion)
-
Beskos, A., Papaspiliopoulos, O., Roberts, G.O., and Fearnhead, P. 2006. Exact and computationally efficient likelihood-based estimation for discretely observed diffusion processes (with discussion). J. R. Statist. Soc. B 68: 333-382.
-
(2006)
J. R. Statist. Soc. B
, vol.68
, pp. 333-382
-
-
Beskos, A.1
Papaspiliopoulos, O.2
Roberts, G.O.3
Fearnhead, P.4
-
8
-
-
0000605667
-
Options: A Monte Carlo approach
-
Boyle, P. 1977. Options: A Monte Carlo approach. J. Fin. Econ. 4: 323-338.
-
(1977)
J. Fin. Econ
, vol.4
, pp. 323-338
-
-
Boyle, P.1
-
9
-
-
44249115815
-
Pricing and hedging volatility derivatives
-
Broadie, M., and Jain, A. 2008. Pricing and hedging volatility derivatives. J. Deriv. 15: 7-24.
-
(2008)
J. Deriv
, vol.15
, pp. 7-24
-
-
Broadie, M.1
Jain, A.2
-
10
-
-
0039647008
-
A continuity correction for discrete barrier options
-
Broadie, M., Glasserman, P., and Kou, S.G. 1997. A continuity correction for discrete barrier options. Math. Finance 7: 325-348.
-
(1997)
Math. Finance
, vol.7
, pp. 325-348
-
-
Broadie, M.1
Glasserman, P.2
Kou, S.G.3
-
11
-
-
0001064964
-
Estimating security price derivatives using simulation
-
Broadie, M., and Glasserman, P. 1996. Estimating security price derivatives using simulation. Managem. Sci. 42: 269-285.
-
(1996)
Managem. Sci
, vol.42
, pp. 269-285
-
-
Broadie, M.1
Glasserman, P.2
-
12
-
-
77954111363
-
-
Technical Report, INRIA
-
Cérou, F., Del Moral, P., and Guyader, A. 2008. A non asymptotic variance theorem for unnormalized Feynman-Kac particle models. Technical Report, INRIA.
-
(2008)
A non asymptotic variance theorem for unnormalized Feynman-Kac particle models
-
-
Cérou, F.1
del Moral, P.2
Guyader, A.3
-
13
-
-
12444272206
-
Stochastic particle methods for linear tangent equations
-
In, Menaldi, J., Rofman, E., and Sulem, A., Eds.; IOS Press, Amsterdam
-
Cérou, F., LeGland, F., and Newton, N.J. 2001. Stochastic particle methods for linear tangent equations. In Optimal Control and PDE's-Innovations and Applications, Menaldi, J., Rofman, E., and Sulem, A., Eds.; IOS Press, Amsterdam, 231-240.
-
(2001)
Optimal Control and PDE's-Innovations and Applications
, pp. 231-240
-
-
Cérou, F.1
Le Gland, F.2
Newton, N.J.3
-
14
-
-
16244405590
-
Stopping time resampling for sequential Monte Carlo methods
-
Chen, Y., Xie, Y., and Liu, J.S. 2005. Stopping time resampling for sequential Monte Carlo methods. J. R. Statist. Soc. Ser. B 67: 199-219.
-
(2005)
J. R. Statist. Soc. Ser. B
, vol.67
, pp. 199-219
-
-
Chen, Y.1
Xie, Y.2
Liu, J.S.3
-
15
-
-
21644457738
-
Central limit theorem for sequential Monte Carlo methods and its application to Bayesian inference
-
Chopin, N. 2004. Central limit theorem for sequential Monte Carlo methods and its application to Bayesian inference. Ann Statist. 32: 2385-2411.
-
(2004)
Ann Statist
, vol.32
, pp. 2385-2411
-
-
Chopin, N.1
-
16
-
-
33747178638
-
Finite difference methods for option pricing in jump-diffusion and exponential Lévy models
-
Cont, R., and Voltchkova, E. 2006. Finite difference methods for option pricing in jump-diffusion and exponential Lévy models. SIAM J. Numer. Anal. 43: 1596-1626.
-
(2006)
SIAM J. Numer. Anal
, vol.43
, pp. 1596-1626
-
-
Cont, R.1
Voltchkova, E.2
-
17
-
-
0000979403
-
Sequential Monte Carlo methods to train neural networks
-
De Freitas, N., Niranjan, M., Gee, A.H., and Doucet, A. 2000. Sequential Monte Carlo methods to train neural networks. Neural Computation 12: 955-993.
-
(2000)
Neural Computation
, vol.12
, pp. 955-993
-
-
De Freitas, N.1
Niranjan, M.2
Gee, A.H.3
Doucet, A.4
-
21
-
-
33646684004
-
Sequential Monte Carlo samplers
-
Del Moral, P., Doucet, A., and Jasra, A. 2006. Sequential Monte Carlo samplers. J. R. Statist. Soc. B 68: 411-436.
-
(2006)
J. R. Statist. Soc. B
, vol.68
, pp. 411-436
-
-
del Moral, P.1
Doucet, A.2
Jasra, A.3
-
22
-
-
79951931861
-
-
Technical Report, INRIA
-
Del Moral, P., Doucet, A., and Singh, S.S. 2010. A backward particle interpretation of Feynman-Kac formulae. Technical Report, INRIA.
-
(2010)
A backward particle interpretation of Feynman-Kac formulae
-
-
del Moral, P.1
Doucet, A.2
Singh, S.S.3
-
23
-
-
77956767977
-
-
Technical Report, University of Cambridge
-
Del Moral, P., Doucet, A., and Singh, S.S. 2010. Forward smoothing using sequential Monte Carlo. Technical Report, University of Cambridge.
-
(2010)
Forward smoothing using sequential Monte Carlo
-
-
del Moral, P.1
Doucet, A.2
Singh, S.S.3
-
24
-
-
33847410124
-
Monte Carlo methods for derivatives of options with discontinuous payoffs
-
Detemple, J., and Rindisbacher, M. 2007. Monte Carlo methods for derivatives of options with discontinuous payoffs. Comp. Statist. Data Anal. 51: 3393-3417.
-
(2007)
Comp. Statist. Data Anal
, vol.51
, pp. 3393-3417
-
-
Detemple, J.1
Rindisbacher, M.2
-
25
-
-
33747375485
-
Efficient block sampling strategies for sequential Monte Carlo methods
-
Doucet, A., Briers, M., and Sénécal, S. 2006. Efficient block sampling strategies for sequential Monte Carlo methods. J. Comp. Graph. Statist. 15: 693-711.
-
(2006)
J. Comp. Graph. Statist
, vol.15
, pp. 693-711
-
-
Doucet, A.1
Briers, M.2
Sénécal, S.3
-
26
-
-
0001460136
-
On sequential Monte Carlo sampling methods for Bayesian filtering
-
Doucet, A., Godill, S., and Andrieu, C. 2000. On sequential Monte Carlo sampling methods for Bayesian filtering. Statist. Comp. 10: 197-208.
-
(2000)
Statist. Comp
, vol.10
, pp. 197-208
-
-
Doucet, A.1
Godill, S.2
Andrieu, C.3
-
27
-
-
0003665481
-
-
Springer, New York
-
Doucet, A., De Freitas, J.F.G., and Gordon, N.J. 2001. Sequential Monte Carlo Methods in Practice. Springer, New York.
-
(2001)
Sequential Monte Carlo Methods in Practice
-
-
Doucet, A.1
De Freitas, J.F.G.2
Gordon, N.J.3
-
28
-
-
73949124455
-
-
Technical Report, CMAP, École Polytechnique
-
Etore, P., Fort, G., Jourdain, B., and Moulines, É. 2009. On adaptive stratification. Technical Report, CMAP, École Polytechnique.
-
(2009)
On adaptive stratification
-
-
Etore, P.1
Fort, G.2
Jourdain, B.3
Moulines, E.4
-
29
-
-
47649099093
-
Particle filters for partially observed diffusions
-
Fearnhead, P., Papaspiliopoulos, O., Roberts, G.O. 2008. Particle filters for partially observed diffusions. J. R. Statist. Soc. Ser B 70: 755-777.
-
(2008)
J. R. Statist. Soc. Ser B
, vol.70
, pp. 755-777
-
-
Fearnhead, P.1
Papaspiliopoulos, O.2
Roberts, G.O.3
-
30
-
-
40949160600
-
Stochastic volatility: Option pricing using a multinomial recombining tree
-
Florescu, M., and Viens, F.G. 2008. Stochastic volatility: option pricing using a multinomial recombining tree. Appl. Math. Finance 15: 151-181.
-
(2008)
Appl. Math. Finance
, vol.15
, pp. 151-181
-
-
Florescu, M.1
Viens, F.G.2
-
31
-
-
0000039677
-
Applications of Malliavin calculus to Monte Carlo methods in finance II
-
Fournié, E., Lasry, J.M., Lebuchoux, J., and Lions, P.L. 2003. Applications of Malliavin calculus to Monte Carlo methods in finance II. Finance Stochst. 5: 201-236.
-
(2003)
Finance Stochst
, vol.5
, pp. 201-236
-
-
Fournié, E.1
Lasry, J.M.2
Lebuchoux, J.3
Lions, P.L.4
-
32
-
-
0000736067
-
Simulating normalizing constants; from importance sampling to bridge sampling to path sampling
-
Gelman, A., and Meng, X.L. 1998. Simulating normalizing constants; from importance sampling to bridge sampling to path sampling. Statist. Sci. 13: 163-185.
-
(1998)
Statist. Sci
, vol.13
, pp. 163-185
-
-
Gelman, A.1
Meng, X.L.2
-
34
-
-
0033411026
-
Asymptotically optimal importance sampling and stratification for pricing path-dependent options
-
Glasserman, P., Hiedelberger, P., and Shahabuddin, P. 1999. Asymptotically optimal importance sampling and stratification for pricing path-dependent options. Math. Finance 9: 117-152.
-
(1999)
Math. Finance
, vol.9
, pp. 117-152
-
-
Glasserman, P.1
Hiedelberger, P.2
Shahabuddin, P.3
-
35
-
-
0035521448
-
Conditioning on one-step survival for barrier options
-
Glasserman, P., and Staum, J. 2001. Conditioning on one-step survival for barrier options. Op. Res. 49: 923-937.
-
(2001)
Op. Res
, vol.49
, pp. 923-937
-
-
Glasserman, P.1
Staum, J.2
-
36
-
-
52949150120
-
Sensitivity estimates from characteristic functions
-
Glasserman, P., and Liu, Z. 2008. Sensitivity estimates from characteristic functions. Finan. Stoch. 12: 507-540.
-
(2008)
Finan. Stoch
, vol.12
, pp. 507-540
-
-
Glasserman, P.1
Liu, Z.2
-
37
-
-
0001240715
-
Importance sampling for stochastic simulations
-
Glynn, P.W., and Iglehart, D.L. 1989. Importance sampling for stochastic simulations. Manage. Sci. 35: 1367-1392.
-
(1989)
Manage. Sci
, vol.35
, pp. 1367-1392
-
-
Glynn, P.W.1
Iglehart, D.L.2
-
38
-
-
0027580559
-
Novel approach to nonlinear/non-Gaussian Bayesian state estimation
-
Gordon, N.J., Salmond, D.J., and Smith, A.F.M. 1993. Novel approach to nonlinear/non-Gaussian Bayesian state estimation. IEE Proceedings F 140: 107-113.
-
(1993)
IEE Proceedings F
, vol.140
, pp. 107-113
-
-
Gordon, N.J.1
Salmond, D.J.2
Smith, A.F.M.3
-
39
-
-
33747878552
-
Inference with non-Gaussian Ornstein-Uhlenbeck processes for stochastic volatility
-
Griffin, J., and Steel, M. 2006. Inference with non-Gaussian Ornstein-Uhlenbeck processes for stochastic volatility. J. Econom. 134: 605-644.
-
(2006)
J. Econom
, vol.134
, pp. 605-644
-
-
Griffin, J.1
Steel, M.2
-
41
-
-
4243754128
-
Nonequilibrium equality for free energy differences
-
Jarzynski, C. 1998. Nonequilibrium equality for free energy differences. Phys. Rev. Lett. 78: 2690-2693.
-
(1998)
Phys. Rev. Lett
, vol.78
, pp. 2690-2693
-
-
Jarzynski, C.1
-
42
-
-
73149085475
-
Sequential Monte Carlo methods for diffusion processes
-
Jasra, A., and Doucet, A. 2009. Sequential Monte Carlo methods for diffusion processes. Proc. R. Soc. A 465: 3709-3727.
-
(2009)
Proc. R. Soc. A
, vol.465
, pp. 3709-3727
-
-
Jasra, A.1
Doucet, A.2
-
43
-
-
79951530439
-
Inference for Lévy driven stochastic volatility models via adaptive sequential Monte Carlo. To appear
-
In
-
Jasra, A., Stephens, D.A., Doucet, A., and Tsagaris, T. 2011. Inference for Lévy driven stochastic volatility models via adaptive sequential Monte Carlo. To appear in Scand. J. Statist. 44.
-
(2011)
Scand. J. Statist
, pp. 44
-
-
Jasra, A.1
Stephens, D.A.2
Doucet, A.3
Tsagaris, T.4
-
44
-
-
79951919890
-
-
Technical Report, Columbia University
-
Johannes, M., Polson, N., and Stroud, J. 2006. Identifying jumps and stochastic volatility: Filtering stochastic differential equations with jumps. Technical Report, Columbia University.
-
(2006)
Identifying jumps and stochastic volatility: Filtering stochastic differential equations with jumps
-
-
Johannes, M.1
Polson, N.2
Stroud, J.3
-
45
-
-
77649168801
-
Exact retrospective Monte Carlo computation of arithmetic average Asian options
-
Jourdain, B., and Sbai, M. 2007. Exact retrospective Monte Carlo computation of arithmetic average Asian options. Monte Carlo Meth. Appl. 13: 135-171.
-
(2007)
Monte Carlo Meth. Appl
, vol.13
, pp. 135-171
-
-
Jourdain, B.1
Sbai, M.2
-
46
-
-
0001323268
-
A pricing method for options based on average asset values
-
Kemna, A.G.Z., and Vorst, A.C.F. 1990. A pricing method for options based on average asset values. J. Bank. Finan. 14: 113-129.
-
(1990)
J. Bank. Finan
, vol.14
, pp. 113-129
-
-
Kemna, A.G.Z.1
Vorst, A.C.F.2
-
47
-
-
84950943564
-
Sequential imputations and Bayesian missing data problems
-
Kong, A., Liu, J.S., and Wong, W.H. 1994. Sequential imputations and Bayesian missing data problems. J. Amer. Statist. Assoc. 89: 278-288.
-
(1994)
J. Amer. Statist. Assoc
, vol.89
, pp. 278-288
-
-
Kong, A.1
Liu, J.S.2
Wong, W.H.3
-
48
-
-
0011744299
-
On the interchange of derivative and expectation for likelihood ratio derivative estimators
-
L'Ecuyer, P. 1995. On the interchange of derivative and expectation for likelihood ratio derivative estimators. Manage. Sci. 41: 738-748.
-
(1995)
Manage. Sci
, vol.41
, pp. 738-748
-
-
L'Ecuyer, P.1
-
49
-
-
34247182656
-
Rare-events, splitting, and quasi-Monte Carlo
-
Article 9
-
L'Ecuyer, P., Demers, V., and Tuffin, B. 2007. Rare-events, splitting, and quasi-Monte Carlo. ACM Trans. Comp. Mod. Simul. 17(2), Article 9.
-
(2007)
ACM Trans. Comp. Mod. Simul
, vol.17
, Issue.2
-
-
L'Ecuyer, P.1
Demers, V.2
Tuffin, B.3
-
50
-
-
77949888228
-
-
Technical Report, University of Oxford
-
Lee, A., Yau, C., Giles, M.B., Doucet, A., and Holmes, C.C. 2009. On the utility of graphics cards to perform massively parallel simulation of advanced Monte Carlo methods, Technical Report, University of Oxford.
-
(2009)
On the utility of graphics cards to perform massively parallel simulation of advanced Monte Carlo methods
-
-
Lee, A.1
Yau, C.2
Giles, M.B.3
Doucet, A.4
Holmes, C.C.5
-
52
-
-
0000273048
-
Annealed importance sampling
-
Neal, R.M. 2001. Annealed importance sampling. Statist. Comp. 11: 125-139.
-
(2001)
Statist. Comp
, vol.11
, pp. 125-139
-
-
Neal, R.M.1
-
53
-
-
41449089271
-
Sequential Monte Carlo smoothing filters with application to parameter estimation in non-linear state-space models
-
Olsson, J., Cappé, O., Douc, R., and Moulines, É. 2008. Sequential Monte Carlo smoothing filters with application to parameter estimation in non-linear state-space models. Bernoulli 14: 155-179.
-
(2008)
Bernoulli
, vol.14
, pp. 155-179
-
-
Olsson, J.1
Cappé, O.2
Douc, R.3
Moulines, E.4
-
54
-
-
79951930095
-
A methodological framework for Monte Carlo probabilistic inference for diffusion processes
-
In, Barber, D., Chippa, S. and Cemgil, A.T., Eds.; Cambridge, UK: Cambridge University Press
-
Papaspiliopoulos, O. 2011. A methodological framework for Monte Carlo probabilistic inference for diffusion processes. In Bayesian Time Series Models Barber, D., Chippa, S. and Cemgil, A.T., Eds.; Cambridge, UK: Cambridge University Press, 91-113.
-
(2011)
Bayesian Time Series Models
, pp. 91-113
-
-
Papaspiliopoulos, O.1
-
55
-
-
1542427941
-
Filtering via simulation: Auxiliary particle filters
-
Pitt, M.K., and Shepherd, N. 1999. Filtering via simulation: Auxiliary particle filters. J. Amer. Statist. Assoc. 94: 590-599.
-
(1999)
J. Amer. Statist. Assoc
, vol.94
, pp. 590-599
-
-
Pitt, M.K.1
Shepherd, N.2
-
58
-
-
84870279791
-
Sequential Monte Carlo pricing of American style options under stochastic volatility models
-
Rambharat, B.R., and Brockwell, A.E. 2010. Sequential Monte Carlo pricing of American style options under stochastic volatility models. Ann. Appl. Statist. 41: 222-265.
-
(2010)
Ann. Appl. Statist
, vol.41
, pp. 222-265
-
-
Rambharat, B.R.1
Brockwell, A.E.2
-
60
-
-
36849137515
-
Monte Carlo calculation of the average extension of Molecular chains
-
Rosenbluth, M.N., and Rosenbluth, A.W. 1955. Monte Carlo calculation of the average extension of Molecular chains. J. Chem. Phys. 23: 356-359.
-
(1955)
J. Chem. Phys
, vol.23
, pp. 356-359
-
-
Rosenbluth, M.N.1
Rosenbluth, A.W.2
-
63
-
-
3543089271
-
-
Springer, New York
-
Rubinstein, R., and Krose, D.P. 2004. Cross-Entropy Method: A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation, and Machine Learning. Springer, New York.
-
(2004)
Cross-Entropy Method: A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation, and Machine Learning
-
-
Rubinstein, R.1
Krose, D.P.2
-
64
-
-
0347239748
-
Unified Asian pricing
-
Vecer, J. 2002. Unified Asian pricing. Risk 6: 113-116.
-
(2002)
Risk
, vol.6
, pp. 113-116
-
-
Vecer, J.1
-
65
-
-
2442428451
-
Pricing Asian options in a semimartingale model
-
Vecer, J., and Xu, M. 2006. Pricing Asian options in a semimartingale model. Quant. Finan. 4: 170-175.
-
(2006)
Quant. Finan
, vol.4
, pp. 170-175
-
-
Vecer, J.1
Xu, M.2
-
66
-
-
46149089693
-
A new efficient simulation strategy for pricing path dependent options
-
In, Perron, L.F. Wieland, F.P., Liu, J., Lawson, B.F., Nicol, D.M., and Fujimoto, R.M., (eds.)
-
Zhao, G., Zhou, Y., and Vakili, P. 2006. A new efficient simulation strategy for pricing path dependent options. In Proceedings of the 2006 Winter Simulation Conference, Perron, L.F. Wieland, F.P., Liu, J., Lawson, B.F., Nicol, D.M., and Fujimoto, R.M., (eds.), 703-710.
-
(2006)
Proceedings of the 2006 Winter Simulation Conference
, pp. 703-710
-
-
Zhao, G.1
Zhou, Y.2
Vakili, P.3
|