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DEAL: Learning Bayesian Networks in R
Susanne G. BøttcherClaus Dethlefsen
Aalborg University
and
Novo Nordisk A/S
The DEAL Team
Susanne G. Bøttcher ([email protected])Soon to finish Ph.D. Supervisor: Steffen Lauritzen
Claus Dethlefsen ([email protected])Recent Ph.D. within state space models. Supervisor: Søren Lundbye-Christensen
Both supported by Novo Nordisk A/SAugust 2001-August 2003
History of DEAL
1997-2002 Susanne’s Ph.D.: Development of theory
2000-2001Preliminary software in S-Plus (Susanne)
Nov/Dec 2001: Prototype of DEAL (Susanne/Claus)
Aug 2002: DEAL is released (Susanne/Claus)
What can DEAL do for us?
Bayesian Networks for Mixed Variables
Conditional Gaussian Distribution
Parameter and Structure Learning
Development
Latent variables, missing observations Interface to eg. Hugin or Grappa Improvement on search strategies Graphical interface Applications in Diabetes research
Download
www.math.auc.dk/novo/deal
Demonstration