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Graphical Models/Bayesian Methods
A Working Group
in High Dimensional Inference and Random Matrices
Group Leader: Helene Massam
Webmaster: Bala Rajaratnam
Password Protected Site (future)
Announcements:
December 07, 2006 – 1:00 p.m. Presentation and discussion led by Prof. Jim
Berger
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Meeting Time: Thurdsay, WebEx
Teleconference Line
If you are having trouble with WebEx or the Teleconference line please call (919)685-9350.Note: Until we can get the needed bandwidth, equipment, etc. for broadcasting meetings via a webcam, SAMSI will be employing the following process for remote participation in working groups. A webcam picture will be available for viewing during the meetings. However, for audio, participants will have to call into the conference line. |
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Meeting Activities
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Date |
Topics & Readings |
Notes |
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Introduction to Graphical models |
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Bickel and Levina (2006) – Regularized estimation of large covariance matrices |
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Meinhausen and Buhlmann, (2006) High dimensional graphs and variable selection with the LASSO (Annals of Statistics) |
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Dobra and West (2004) Bayesian Covariance Selection, Jones et al (2005), Experiments in Stochastic Computation for High-Dimensional Graphical Models |
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Dobra and West (2004) Bayesian Covariance Selection |
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Wainwright and Jordan (2003) |
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Bayesian focus week Wainwright and Jordan (2003) - cont’d |
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Graphical models workshop Wainwright and Jordan (2003) - cont’d |
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11/16/2006 |
Berger and Sun (2006): Presentation by Prof. Dongchu Sun and discussion |
Webex-supported meeting |
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Thanksgiving break |
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Berger and Sun (2006): Continuation of presentation by Prof. Dongchu Sun and discussion |
Webex-supported meeting |
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Presentation and discussion led by Jim Berger (SAMSI) on 1) reference priors and 2) propriety and admissibility in choosing priors for matrices in hierarchical models |
Webex-supported meeting |
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To be announced |
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Group Members
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Name |
Affiliation |
Email Address |
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Carnegie Mellon |
edo (at) cmu.edu |
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Carlos Carvalho |
Duke |
carlos (at) stat.duke.edu |
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Dipak Dey |
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dey (at) stat.uconn.edu |
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Adrian Dobra |
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adobra (at) u.washington.edu |
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Jianqing Fan |
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jqfan (at) princeton.edu |
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Reza Rashidi Far |
Queen's University |
reza (at) mast.queensu.ca |
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Zhenglei Gao |
Duke |
zhenglei (at) stat.duke.edu |
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David Hoyle |
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david.hoyle (at) manchester.ac.uk |
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Yoshihiko Konno |
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konno (at) fc.jwu.ac.jp |
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Xiaodong Lin |
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linxd (at) math.uc.edu |
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Peng Liu |
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pliu3 (at) ncsu.edu |
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Jinchi Lv |
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jlv (at) princeton.edu |
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Helene Massam |
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massamh (at) yorku.ca |
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Mohsen Pourahmadi |
Northern |
pourahm (at) math.niu.edu |
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Bala Rajaratnam |
SAMSI |
br62 (at) samsi.info |
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Makram Talih |
CUNY - Hunter College |
talih (at) math.hunter.cuny.edu |
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Liang Zhang |
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liangzh (at) umich.edu |
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James Berger |
SAMSI |
berger (at) samsi.info |
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Thomas Diciccio |
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tjd9 (at) cornell.edu |
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Eitan Greenshtein |
SAMSI |
greenshtein (at) samsi.info |
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Zheng Lei |
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zhenglei (at) stat.duke.edu |
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Ming Yuan |
Georgia Tech |
myuan (at) isye.gatech.edu |
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Woncheol Jang |
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jang (at) uga.edu |
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Donald Richards |
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richards (at) stat.psu.edu |
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Liang Zhang |
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lz9 (at) stat.duke.edu |
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Dongchu Sun |
University of Missouri-Columbia |
dsun (at) stat.missouri.edu |
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Send
your comments about this site to: Bala Rajaratnam