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stat.AP2010★ 1 cited
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…
stat.CO2010★ 25 cited
Estimating Discrete Markov Models From Various Incomplete Data Schemes
Alberto Pasanisi, Shuai Fu, Nicolas Bousquet
The parameters of a discrete stationary Markov model are transition probabilities between states. Traditionally, data consist in sequences of observed states for a given number of…