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Algebraic Statistics
Dec 15, 2008 to Dec 18, 2008

Organizer(s)

Serkan Hosten (SFSU), Lior Pachter (UCB), Bernd Sturmfels (UCB)
To apply for funding, you must register by Fri, Oct 17 2008.
Algebraic statistics is a maturing discipline focused on the applications of algebraic geometry and its computational
tools in the study of statistical models. Initial results in the area were related to specific problems in categorial data analysis and experimental design, however a flurry of activity during the past several years has greatly increased the scope of the subject. Areas of interest now include graphical models, maximum likelihood estimation and Bayesian methods. Moreover, a strong connection has developed to applications in the physical and biological sciences. The field draws its tools not only from computational algebraic geometry but also from tropical, convex, and information geometry. Moreover, research in algebraic statistics has led to new directions in those fields. The workshop will be a meeting point for students and leaders in the field. It will present a focused activity parallel to the 2008-2009 program on Algebraic Methods in Systems Biology and Statistics being hosted by the Statistical and Applied Mathematical Sciences Institute.

See below for the workshop schedule.

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Accomodations:

A block of rooms has been reserved at the Rose Garden Inn. Reservations may be made by calling 1-800-992-9005 OR directly on their website. Click on Corporate at the bottom of the screen and when prompted enter code MATH (this code is not case sensitive). By using this code a new calendar will appear and will show MSRI rate on all room types available.
The cut-off date for reservations is December 1, 2008.

A block of rooms has been reserved at the Hotel Durant. Please mention the workshop name and reference the following code when making reservations via phone, fax or e-mail: 0812MSRIAL. The cut-off date for reservations is NOVEMBER 14, 2008.

Funding

To apply for funding, you must register by Fri, Oct 17 2008. Click to Register
Students, recent Ph.D.'s, women, and members of underrepresented minorities are particularly encouraged to apply. Funding awards are made typically 6 weeks before the workshop begins. Requests received after the funding deadline are considered only if additional funds become available.
Schedule
Monday, December 15, 2008
9:30AM - 10:30AM Milan Studeny Conditional independence structures and polyhedra [Video available]
11:00AM - 12:00PM Aleksandra Slavkovich Algebraic Statistics and Disclosure Limitation Problems [Video available]
1:30PM - 2:10PM Risi Kondor Non-commutative harmonic analysis in machine learning [Video available]
2:20PM - 3:00PM Sonja Petrovic Markov basis for p1 random graph models [Video available]
3:30PM - 4:10PM Villo Csiszar Hierarchical models for random permutations [Video available]
4:20PM - 5:00PM Lek-Heng Lim Algebraic models for higher-order correlations [Video available]
Tuesday, December 16, 2008
9:30AM - 10:30AM Akimichi takemura Perturbation method for determining group of invariance of hierarchical models [Video available]
11:00AM - 12:00PM Marta Casanellas Phylogenetic invariants [Video available]
1:30PM - 2:10PM Piotr Zwiernik Semi-algebraic description of conditional independence tree models for binary data [Video available]
2:20PM - 3:00PM Luke Oeding Towards the salmon conjecture [Video available]
3:30PM - 4:10PM Serguei Norine Markov bases of binary graph models [Video available]
4:20PM - 5:00PM Alexander Schoenhuth "Equations for hidden Markov and related models" [Video available]
Wednesday, December 17, 2008
9:30AM - 10:30AM Nihat Ay On the natural geometry of exponential families [Video available]
11:00AM - 12:00PM Sumio Watanabe Algebraic Geometrical Method in Singular Statistical Estimation [Video available]
1:30PM - 2:10PM Shaowei Lin Asymptotic Approximation of Marginal Likelihood Integrals [Video available]
2:20PM - 3:00PM Han Xiao Finiteness of small factor analysis models [Video available]
3:30PM - 4:10PM Daniel Bates Exactness in numerical algebraic computations [Video available]
4:20PM - 5:00PM Philipp Rostalski Moment matrices and real root finding [Video available]
Thursday, December 18, 2008
9:30AM - 10:30AM Ruriko Yoshida First steps toward the geometry of cophylogeny [Video available]
11:00AM - 12:00PM Giovanni Pistone Algebraic statistics in non-parametric information geometry" [Video available]
1:30PM - 2:10PM Ahmad Yasamin Hypothesis Testing For The Wishart Distributions Over A Lorentz Cone [Video available]
2:20PM - 3:00PM Caroline Uhler Commuting birth-and-death processes [Video available]
3:30PM - 4:30PM Seth Sullivant Finiteness theorems in algebraic statistics [Video available]


Questions about this workshop should be sent either by email to
or by regular mail to:
Algebraic Statistics
Mathematical Sciences Research Institute
17 Gauss Way, Berkeley, CA
94720-5070.
USA

The Institute is committed to the principles of Equal Opportunity and Affirmative Action.



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