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Filtering via simulation: auxiliary particle filters Author info | Abstract | Publisher info | Download info | Related research | Statistics Michael K Pitt
Neil Shephard
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Paper provided by Economics Group, Nuffield College, University of Oxford in its series Economics Papers with number
1997-W13.
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Handle: RePEc:nuf:econwp:9713Contact details of provider: Web page: http://www.nuff.ox.ac.uk/economics/
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References listed on IDEAS Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile , click on "citations" and make appropriate adjustments.: Harvey, Andrew & Ruiz, Esther & Sentana, Enrique, 1992.
"Unobserved component time series models with Arch disturbances ,"
Journal of Econometrics ,
Elsevier, vol. 52(1-2), pages 129-157.
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King, Mervyn & Sentana, Enrique & Wadhwani, Sushil, 1994.
"Volatility and Links between National Stock Markets ,"
Econometrica ,
Econometric Society, vol. 62(4), pages 901-33, July.
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Other versions: Laroque, G. & Salanie, B., 1993.
"Simulation-Based Estimation of Models with Lagged Latent Variables ,"
Working Papers
9315, Centre de Recherche en Economie et Statistique.
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Statistics Working Paper
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Hansen, Lars Peter, 1982.
"Large Sample Properties of Generalized Method of Moments Estimators ,"
Econometrica ,
Econometric Society, vol. 50(4), pages 1029-54, July.
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Hull, John C & White, Alan D, 1987.
" The Pricing of Options on Assets with Stochastic Volatilities ,"
Journal of Finance ,
American Finance Association, vol. 42(2), pages 281-300, June.
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Albert, James H & Chib, Siddhartha, 1993.
"Bayes Inference via Gibbs Sampling of Autoregressive Time Series Subject to Markov Mean and Variance Shifts ,"
Journal of Business & Economic Statistics ,
American Statistical Association, vol. 11(1), pages 1-15, January.
Hamilton, James D, 1989.
"A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle ,"
Econometrica ,
Econometric Society, vol. 57(2), pages 357-84, March.
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John F. Geweke, 1994.
"Bayesian comparison of econometric models ,"
Working Papers
532, Federal Reserve Bank of Minneapolis.
Diebold, Francis X & Nerlove, Marc, 1989.
"The Dynamics of Exchange Rate Volatility: A Multivariate Latent Factor Arch Model ,"
Journal of Applied Econometrics ,
John Wiley & Sons, Ltd., vol. 4(1), pages 1-21, Jan.-Mar..
[Downloadable!] (restricted)
Other versions: Kim, Sangjoon & Shephard, Neil & Chib, Siddhartha, 1998.
"Stochastic Volatility: Likelihood Inference and Comparison with ARCH Models ,"
Review of Economic Studies ,
Blackwell Publishing, vol. 65(3), pages 361-93, July.
[Downloadable!] (restricted)
Other versions:
Sangjoon Kim, Neil Shephard & Siddhartha Chib, .
"Stochastic volatility: likelihood inference and comparison with ARCH models ,"
Economics Papers
W26, revised version of W, Economics Group, Nuffield College, University of Oxford.
[Downloadable!] Sangjoon Kim & Neil Shephard, 1994.
"Stochastic volatility: likelihood inference and comparison with ARCH models ,"
Economics Papers
3., Economics Group, Nuffield College, University of Oxford.
[Downloadable!] Sangjoon Kim & Neil Shephard & Siddhartha Chib, 1996.
"Stochastic Volatility: Likelihood Inference And Comparison With Arch Models ,"
Econometrics
9610002, EconWPA.
[Downloadable!] Jacquier, Eric & Polson, Nicholas G & Rossi, Peter E, 1994.
"Bayesian Analysis of Stochastic Volatility Models ,"
Journal of Business & Economic Statistics ,
American Statistical Association, vol. 12(4), pages 371-89, October.
Other versions: Harvey, Andrew & Ruiz, Esther & Shephard, Neil, 1994.
"Multivariate Stochastic Variance Models ,"
Review of Economic Studies ,
Blackwell Publishing, vol. 61(2), pages 247-64, April.
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Jesus Fernandez-Villaverde & Juan F. Rubio-Ramirez, 2006.
"Estimating Macroeconomic Models: A Likelihood Approach ,"
NBER Technical Working Papers
0321, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Other versions: Siddhartha Chib & Neil Shephard, 2001.
"Comment on Garland B. Durham and A. Ronald Gallant's "Numerical techniques for maximum likelihood estimation of continuous-time diffusion processes" ,"
Economics Papers
2001-W26, Economics Group, Nuffield College, University of Oxford.
[Downloadable!]
Ilias Tsiakas, 2004.
"Analysis of the predictive ability of information accumulated over nights, weekends and holidays ,"
Econometric Society 2004 Australasian Meetings
208, Econometric Society.
[Downloadable!]
Siem Jan Koopman & Eugenie Hol Uspensky, 2002.
"The stochastic volatility in mean model: empirical evidence from international stock markets ,"
Journal of Applied Econometrics ,
John Wiley & Sons, Ltd., vol. 17(6), pages 667-689.
[Downloadable!]
Jesus Fernandez-Villaverde & Juan F. Rubio-Ramirez, 2004.
"Estimating Nonlinear Dynamic Equilibrium economies: A Likelihood Approach ,"
PIER Working Paper Archive
04-001, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
[Downloadable!]
Other versions: Joel Hasbrouck, 1998.
"Liquidity in the Futures Pits: Inferring Market Dynamics from Incomplete Data ,"
New York University, Leonard N. Stern School Finance Department Working Paper Seires
98-076, New York University, Leonard N. Stern School of Business-.
[Downloadable!]
Sangjoon Kim, Neil Shephard & Siddhartha Chib, .
"Stochastic volatility: likelihood inference and comparison with ARCH models ,"
Economics Papers
W26, revised version of W, Economics Group, Nuffield College, University of Oxford.
[Downloadable!]
Other versions:
Sangjoon Kim & Neil Shephard, 1994.
"Stochastic volatility: likelihood inference and comparison with ARCH models ,"
Economics Papers
3., Economics Group, Nuffield College, University of Oxford.
[Downloadable!] Sangjoon Kim & Neil Shephard & Siddhartha Chib, 1996.
"Stochastic Volatility: Likelihood Inference And Comparison With Arch Models ,"
Econometrics
9610002, EconWPA.
[Downloadable!] Kim, Sangjoon & Shephard, Neil & Chib, Siddhartha, 1998.
"Stochastic Volatility: Likelihood Inference and Comparison with ARCH Models ,"
Review of Economic Studies ,
Blackwell Publishing, vol. 65(3), pages 361-93, July.
[Downloadable!] (restricted) Michel Beine & Charles S. Bos & Sebastian Laurent, 2005.
"The Impact of Central Bank FX Interventions on Currency Components ,"
Tinbergen Institute Discussion Papers
05-103/4, Tinbergen Institute.
[Downloadable!]
Other versions: Christian Gourieroux & Joann Jasiak, 2001.
"Dynamic Factor Models ,"
Econometric Reviews ,
Taylor and Francis Journals, vol. 20(4), pages 385-424.
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Other versions: Ole E. Barndorff-Nielsen & Neil Shephard, 2003.
"Power and bipower variation with stochastic volatility and jumps ,"
Economics Papers
2003-W17, Economics Group, Nuffield College, University of Oxford.
[Downloadable!]
Fernández-Villaverde, Jesús & Rubio-Ramirez, Juan Francisco, 2006.
"Estimating Macroeconomic Models: A Likelihood Approach ,"
CEPR Discussion Papers
5513, C.E.P.R. Discussion Papers.
[Downloadable!] (restricted)
Siddhartha Chib & Michael K Pitt & Neil Shephard, 2004.
"Likelihood based inference for diffusion driven models ,"
OFRC Working Papers Series
2004fe17, Oxford Financial Research Centre.
[Downloadable!]
Other versions: Ole E. Barndorff-Nielsen & Neil Shephard, 2003.
"Impact of jumps on returns and realised variances: econometric analysis of time-deformed Levy processes ,"
Economics Papers
2003-W12, Economics Group, Nuffield College, University of Oxford.
[Downloadable!]
Other versions: Pitt, M.K. & Walker, S.G., 2001.
"Construction of Stationary Time Series via the Giggs Sampler with Application to Volatility Models ,"
The Warwick Economics Research Paper Series (TWERPS)
595, University of Warwick, Department of Economics.
[Downloadable!]
Laurent E. Calvet & Adlai J. Fisher & Samuel B. Thompson, 2004.
"Volatility Comovement: A Multifrequency Approach ,"
NBER Technical Working Papers
0300, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Siem Jan Koopman & Eugenie Hol Uspensky, 2000.
"The Stochastic Volatility in Mean Model ,"
Tinbergen Institute Discussion Papers
00-024/4, Tinbergen Institute.
[Downloadable!]
Pitt, Michael K, 2002.
"Smooth Particle Filters for Likelihood Evaluation and Maximisation ,"
The Warwick Economics Research Paper Series (TWERPS)
651, University of Warwick, Department of Economics.
[Downloadable!]
Joel Hasbrouck, 1998.
"Security Bid/Ask Dynamics with Discreteness and Clustering: Simple Strategies for Modeling and Estimation ,"
New York University, Leonard N. Stern School Finance Department Working Paper Seires
98-042, New York University, Leonard N. Stern School of Business-.
[Downloadable!]
Jun Yu & Zhenlin Yang & Xibin Zhang, 2002.
"A Class of Nonlinear Stochastic Volatility Models and Its Implications on Pricing Currency Options ,"
Monash Econometrics and Business Statistics Working Papers
17/02, Monash University, Department of Econometrics and Business Statistics.
[Downloadable!]
Other versions: Charles S. Bos & Neil Shephard, 2004.
"Inference for Adaptive Time Series Models: Stochastic Volatility and Conditionally Gaussian State Space Form ,"
Economics Papers
2004-W02, Economics Group, Nuffield College, University of Oxford.
[Downloadable!]
Other versions: Borus Jungbacker & Siem Jan Koopman, 2005.
"On Importance Sampling for State Space Models ,"
Tinbergen Institute Discussion Papers
05-117/4, Tinbergen Institute.
[Downloadable!]
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