{"281191":{"#nid":"281191","#data":{"type":"event","title":"Statistics Seminar","body":[{"value":"\u003Cp\u003ETITLE: New results in functional ANOVA and Sobol\u0027 indices\u003C\/p\u003E\u003Cp\u003ESPEAKER: Professor Art Owen, Stanford University\u003C\/p\u003E\u003Cp\u003EABSTRACT:\u003C\/p\u003E\u003Cp\u003ESobol\u0027 indices are used to measure the importance of variables, and subsets of variables, in black box models of deterministic functions. They have strong connections to both experimental design and quasi-Monte Carlo sampling. This talk will review the functional ANOVA, define Sobol\u0027 indices and present some recent developments for them: improved algorithms, generalizations to higher order moments, and connections to Shapley value.\u003C\/p\u003E","summary":null,"format":"limited_html"}],"field_subtitle":"","field_summary":"","field_summary_sentence":[{"value":"Statistics Seminar"}],"uid":"27187","created_gmt":"2014-03-06 10:35:58","changed_gmt":"2017-04-13 21:23:00","author":"Anita Race","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2014-03-27T16:00:00-04:00","event_time_end":"2014-03-27T17:00:00-04:00","event_time_end_last":"2014-03-27T17:00:00-04:00","gmt_time_start":"2014-03-27 20:00:00","gmt_time_end":"2014-03-27 21:00:00","gmt_time_end_last":"2014-03-27 21:00:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"groups":[{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"}],"categories":[],"keywords":[{"id":"88471","name":"ANOVA"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"78751","name":"Undergraduate students"},{"id":"78761","name":"Faculty\/Staff"},{"id":"174045","name":"Graduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ERoshan Vengazhiyil\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022mailto:roshan@isye.gatech.edu\u0022\u003Eroshan@isye.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}}}