3 papers
stat.ME2020
Stochastic Epidemic Models inference and diagnosis with Poisson Random Measure Data Augmentation
Benjamin Nguyen-Van-Yen, Pierre Del Moral, Bernard Cazelles
We present a new Bayesian inference method for compartmental models that takes into account the intrinsic stochasticity of the process. We show how to formulate a SIR-type Markov j…
physics.data-an2018
Detecting dynamic spatial correlation patterns with generalized wavelet coherence and non-stationary surrogate data
Mario Chavez, Bernard Cazelles
Time series measured from real-world systems are generally noisy, complex and display statistical properties that evolve continuously over time. Here, we present a method that comb…
stat.AP2012
Quick overview of inference methods in PLoM: combining fast and exact plug-and-play algorithms to achieve flexibility, precision and efficiency
Antoine Basset, Joseph Dureau, Sébastien Ballesteros +1
Overview of inference methods in PLoM.