24 citations · 43 across the 10 of their papers we have counts for
4 papers · 1 filter
Validation of a computer code for the energy consumption of a building, with application to optimal electric bill pricing
M. Keller, G. Damblin, A. Pasanisi +4
In this paper, we propose a practical Bayesian framework for the calibration and validation of a computer code, and apply it to a case study concerning the energy consumption forec…
Post-processing multi-ensemble temperature and precipitation forecasts through an Exchangeable Gamma Normal model and its Tobit extension
Marie Courbariaux, Pierre Barbillon, Luc Perreault +1
Meteorological ensembles are a collection of scenarios for future weather delivered by a meteorological center. Such ensembles form the main source of valuable information for prob…
On the Role of Decision Theory in Uncertainty Analysis
Merlin Keller, Eric Parent, Alberto Pasanisi
Maximum likelihood estimation (MLE) and heuristic predictive estimation (HPE) are two widely used approaches in industrial uncertainty analysis. We review them from the point of vi…
Random effects compound Poisson model to represent data with extra zeros
Marie-Pierre Etienne, Eric Parent, Benoit Hugues +1
This paper describes a compound Poisson-based random effects structure for modeling zero-inflated data. Data with large proportion of zeros are found in many fields of applied stat…