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Mathematical Sciences Colloquium - Vladimir Dragovic, University of Texas at Dallas

Friday, February 17 at 11:00am to 12:00pm

Sciences Building (SCI), 1.210
800 W. Campbell Road, Richardson, Texas 75080-3021

Title: Bridging Statistics with Geometry and Mechanics

Abstract: We emphasize the importance of connections  between statistics, mechanics, and geometry.  We develop and employ links between pencils of quadrics, moments of inertia, and linear and orthogonal regression. For a given system of points in R^k representing a sample of  full rank, we construct a pencil of confocal quadrics which appears to be a useful geometric tool to study the data.  Some of the obtained results can be seen as generalizations of classical results of Pearson on orthogonal regression. Applications include statistics of errors-in-variables models (EIV) and restricted regressions, both ordinary and orthogonal ones. For the latter, a new formula for test statistic is derived. The developed methods and results are illustrated in natural statistics examples. The talk is based on  joint work with Borislav Gajić. 

UTD strives to create inclusive and accessible events in accordance with the Americans with Disabilities Act (ADA). If you require an accommodation to fully participate in this event, please contact the event coordinator (listed below) at least 10 business days prior to the event. If you have any additional questions, please email ADACoordinator@utdallas.edu and the AccessAbility Resource Center at accessability@utdallas.edu.

Tags

math, mathcolloquiumS23

Department
Natural Sciences & Mathematics
Hashtag

#Math

Contact Information
Viswanath Ramakrishna
vish@utdallas.edu
9728836873
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