33 citations · 52 across the 2 of their papers we have counts for
3 papers
Iterative importance sampling with Markov chain Monte Carlo sampling in robust Bayesian analysis
Ivette Raices Cruz, Johan Lindström, Matthias C. M. Troffaes +1
Bayesian inference under a set of priors, called robust Bayesian analysis, allows for estimation of parameters within a model and quantification of epistemic uncertainty in quantit…
Bayesian reconstruction of past land-cover from pollen data: model robustness and sensitivity to auxiliary variables
Behnaz Pirzamanbein, Anneli Poska, Johan Lindström
Realistic depictions of past land cover are needed to investigate prehistoric environmental changes, effects of anthropogenic deforestation, and long term land cover-climate feedba…
Modelling Spatial Compositional Data: Reconstructions of past land cover and uncertainties
Behnaz Pirzamanbein, Johan Lindström, Anneli Poska +1
In this paper, we construct a hierarchical model for spatial compositional data, which is used to reconstruct past land-cover compositions (in terms of coniferous forest, broadleav…