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“Exact Stochastic Simulation of Coupled Chemical Reactions.”
Gillespie DT (1977) · 1977
Earlier work this paper cites.
“A Language and Program for Complex Bayesian Modelling.”
Gilks W, Thomas A, Spiegelhalter D (1994) · 1994
Earlier work this paper cites.
Markov Chain Monte Carlo in Practice
Gilks W, Richardson S, Spiegelhalter D (eds.) (1995) · 1995
Earlier work this paper cites.
Graphical Models
Lauritzen S (1996) · 1996
Earlier work this paper cites.
“Filtering via simulation: Auxiliary particle filters.”
Pitt M, Shephard N (1999) · 1999
Earlier work this paper cites.
“Markov Chain Monte Carlo: 10 years and Still Running!”
Cappé O, Robert C (2000) · 2000
Earlier work this paper cites.
“Take it \pkg
Collet P, Lutton E, Schoenauer M, Louchet J (2000) · 2000
Earlier work this paper cites.
“On Sequential Monte Carlo Sampling Methods for Bayesian Filtering.”
Doucet A, Godsill S, Andrieu C (2000) · 2000
Earlier work this paper cites.
Sequential Monte Carlo Methods in Practice
Doucet A, de Freitas N, Gordon N (eds.) (2001) · 2001
Earlier work this paper cites.
Monte Carlo Strategies in Scientific Computing
Liu J (2001) · 2001
Earlier work this paper cites.
“Robust Monte Carlo localization for mobile robots.”
Thrun S, Fox D, Burgard W, Dellaert F (2001) · 2001
Earlier work this paper cites.
“Particle filters for positioning, navigation, and tracking.”
Gustafsson F, Gunnarsson F, Bergman N, Forssell U, Jansson J, Karlsson R, Nordlund PJ (2002) · 2002
Earlier work this paper cites.
“Particle methods for Bayesian modeling and enhancement of speech signals.”
Vermaak J, Andrieu C, Doucet A, Godsill SJ (2002) · 2002
Earlier work this paper cites.
Highly Structured Stochastic Systems
Green PJ, Hjort NL, Richardson S (eds.) (2003) · 2003
Earlier work this paper cites.
“Sequential Monte Carlo implementation of the PHD filter for multi-target tracking.”
Vo BN, Singh S, Doucet A (2003) · 2003
Earlier work this paper cites.
Feynman-Kac Formulae. Genealogical and Interacting Particle Systems with Application
Del Moral P (2004) · 2004
Earlier work this paper cites.
“Particle Filters for Mixture Models with an Unknown Number of Components.”
Fearnhead P (2004) · 2004
Earlier work this paper cites.
“Graphical Models.”
Jordan MI (2004) · 2004
Cited alongside, same era.
Beyond the Kalman filter: Particle filters for tracking applications , volume 685
Ristic B, Arulampalam S, Gordon N (2004) · 2004
Cited alongside, same era.
Monte Carlo Statistical Methods
Robert C, Casella G (2004) · 2004
Cited alongside, same era.
Inference in Hidden Markov Models
Cappé O, Moulines E, Ryden T (2005) · 2005
Cited alongside, same era.
“Bayesian sequential inference for stochastic kinetic biochemical network models.”
Golightly A, Wilkinson D (2006) · 2006
Cited alongside, same era.
“Embedding population dynamics models in inference.”
Buckland ST, Newman KB, Fernandez C, Thomas L, Harwood J (2007) · 2007
Cited alongside, same era.
“A Tutorial on Particle Filtering and Smoothing: Fifteen Years Later.”
Doucet A, Johansen A (2011) · 2011
Later among the works it cites.
“Bayesian inference based only on simulated likelihood: particle filter analysis of dynamic economic models.”
Flury T, Shephard N (2011) · 2011
Later among the works it cites.
“Bayesian parameter inference for stochastic biochemical network models using particle Markov chain Monte Carlo.”
Golightly A, Wilkinson D (2011) · 2011
Later among the works it cites.
“Phylogenetic inference via sequential Monte Carlo.”
Bouchard-Côté A, Sankararaman S, Jordan MI (2012) · 2012
Later among the works it cites.
“On-line Changepoint Detection and Parameter Estimation with Application to Genomic Data.”
Caron F, Doucet A, Gottardo R (2012) · 2012
Later among the works it cites.
“An introduction to particle integration methods: with applications to risk and insurance.”
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“Particle filtering for multisensor data fusion with switching observation models: Application to land vehicle positioning.”
Caron F, Davy M, Duflos E, Vanheeghe P (2007) · 2007
Cited alongside, same era.
“Simulation-based Sequential Analysis of Markov Switching Stochastic Volatility Models.”
Carvalho CM, Lopes HF (2007) · 2007
Cited alongside, same era.
“On-line Inference for Multiple Changepoint Problems.”
Fearnhead P, Liu Z (2007) · 2007
Cited alongside, same era.
“Estimating macroeconomic models: A likelihood approach.”
Fernández-Villaverde J, Rubio-Ramírez JF (2007) · 2007
Cited alongside, same era.
“Bayesian Inference for a Discretely Observed Stochastic Kinetic Model.”
Boys RJ, Wilkinson DJ, Kirkwood TBL (2008) · 2008
Cited alongside, same era.
“Bayesian Inference for Linear Dynamic Models with Dirichlet Process Mixtures.”
Caron F, Davy M, Doucet A, Duflos E, Vanheeghe P (2008) · 2008
Cited alongside, same era.
Del Moral P, Peters GW, Vergé C (2012) · 2012
Later among the works it cites.
The \pkg
Lunn D, Jackson C, Best N, Thomas A, Spiegelhalter D (2012) · 2012
Later among the works it cites.
Mean Field Simulation for Monte Carlo Integration
Del Moral P (2013) · 2013
Later among the works it cites.
“Capturing the time-varying drivers of an epidemic using stochastic dynamical systems.”
Dureau J, Kalogeropoulos K, Baguelin M (2013) · 2013
Later among the works it cites.
Seamless \proglang
Eddelbuettel D (2013) · 2013
Later among the works it cites.
“Simulation of Stochastic Kinetic Models.”
Golightly A, Gillespie CS (2013) · 2013
Later among the works it cites.
“Bayesian State-Space Modelling on High-Performance Hardware Using \pkg
Murray L (2013) · 2013
Later among the works it cites.
“On Parallel Implementation of Sequential Monte Carlo Methods: The Island Particle Model.”
Vergé C, Dubarry C, Del Moral P, Moulines E (2013) · 2013
Later among the works it cites.
Nonlinear Time Series
Douc R, Moulines E, Stoffer DS (2014) · 2014
Closest in time.
“Sequential Monte Carlo for Graphical Models.”
Naesseth CA, Lindsten F, Schön TB (2014) · 2014
Closest in time.
“A New Approach to Probabilistic Programming Inference.”
Wood F, van de Meent JW, Mansinghka V (2014) · 2014
Closest in time.