Fitting complex population models by combining particle filters with Markov chain Monte Carlo

A Bayesian approach to state and parameter estimation in a Phytoplankton-Zooplankton model

(2017) E Jones et al.   Australian Meteorological and Oceanographic Journal

Bayesian state-space modeling of metapopulation dynamics in the Glanville fritillary butterfly

(2011) Philip J. Harrison et al.   ECOLOGICAL MONOGRAPHS

Using the negative binomial distribution to model overdispersion in ecological count data

(2011) Andreas Lindén et al.   ECOLOGY

On observation distributions for state space models of population survey data

(2011) Jonas Knape et al.   JOURNAL OF ANIMAL ECOLOGY

Estimating behavioral parameters in animal movement models using a state-augmented particle filter

(2010) Michael Dowd et al.   ECOLOGY

On the Utility of Graphics Cards to Perform Massively Parallel Simulation of Advanced Monte Carlo Methods

(2010) Anthony Lee et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Particle Markov chain Monte Carlo methods

(2010) Christophe Andrieu et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Examples of Adaptive MCMC

(2009) Gareth O. Roberts et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Monte Carlo Inference for State-Space Models of Wild Animal Populations

(2008) Ken B. Newman et al.   BIOMETRICS

A tutorial on adaptive MCMC

(2008) Christophe Andrieu et al.   STATISTICS AND COMPUTING