Technical, economic, regulatory, environmental, and social political interests make the process of selecting an appropriate wastewater treatment technology complex. Although this problem has already been addressed from dimensioning approach, our proposal in research, a model decision making for conventional secondary municipal through continuous-discrete, non-parametric Bayesian networks was de...

Probabilistic models of decision making under various forms of uncertainty have been applied in recent years to numerous behavioral and model-based fMRI studies. These studies were highly successful in enabling a better understanding of behavior and delineating the functional properties of brain areas involved in decision making under uncertainty. However, as different studies considered differ...

Bayesian statistical inference offers a principled and comprehensive approach for relating psychological models to data. This article presents Bayesian analyses of three influential psychological models: multidimensional scaling models of stimulus representation, the generalized context model of category learning, and a signal detection theory model of decision making. In each case, the model i...

This paper describes a decision theoretic for­ mulation of learning the graphical structure of a Bayesian Belief Network from data. This framework subsumes the standard Bayesian approach of choosing the model with the largest posterior probability as the solution of a decision problem with a 0-1 loss func­ tion and allows the use of more general loss functions able to trade-off the complexity o...

In this paper, we take a statistical decision-theoretic viewpoint on social choice, putting a focus on the decision to be made on behalf of a system of agents. In our framework, we are given a statistical ranking model, a decision space, and a loss function defined on (parameter, decision) pairs, and formulate social choice mechanisms as decision rules that minimize expected loss. This suggests...

background this study aimed to evaluate the effectiveness of intravenous immunoglobulin (ivig) and combination of ivig and methylprednisolone for childhood idiopathic (autoimmune) thrombocytopenia (itp) treatment; in addition investigate the related factors to develop chronic form of under 15 years itp. materials and methods this retrospective study conducted on 88 itp patients that treated wit...