Mathematical Sciences:  Curve Estimation in Motion Analysis
{'Code': '03040109', 'Directorate': {'Abbreviation': 'MPS', 'LongName': 'Direct For Mathematical & Physical Scien'}, 'Division': {'Abbreviation': 'DMS', 'LongName': 'Division Of Mathematical Sciences'}}
{'SignBlockName': 'Alvin I. Thaler', 'PO_EMAI': None, 'PO_PHON': None}
This project is concerned with the expansion of a course of                work in which nonparameteric smoothing and the bootstrap are                    applied to several real work problems in biomechanics and                       robotics.  The motivation and many of the future applications                   come from gait analysis, ie, the study of free-speed human                      walking on a level surface.  We utilize a model whose main aspect               is a scalar or vectorial function that describes motion of a                    "subject".  After fitting data from a learning sample, and                      applying the bootstrap, prediction regions for the curves of a                  subsequent "test subject" are computed.  The prediction regions                 are to be studied numerically and theoretically.  Other aspects                 of the project involve approaches through kernel methods, using                 data to pick bases and models, and conditional versions of the                  prediction regions.  We also will study multivariate problems of                the prescribed type as they apply to robots and numerically                     controlled milling machines.
{'FirstName': 'Richard', 'LastName': 'Olshen', 'PI_MID_INIT': 'A', 'PI_SUFX_NAME': None, 'PI_FULL_NAME': 'Richard A Olshen', 'EmailAddress': 'olshen@stanford.edu', 'NSF_ID': '000469383', 'StartDate': '06/01/1988', 'EndDate': None, 'RoleCode': 'Principal Investigator'}
{'Name': 'University of California-San Diego', 'CityName': 'LA JOLLA', 'ZipCode': '920930021', 'PhoneNumber': '8585344896', 'StreetAddress': '9500 GILMAN DR', 'StreetAddress2': None, 'CountryName': 'United States', 'StateName': 'California', 'StateCode': 'CA', 'CONGRESSDISTRICT': '50', 'CONGRESS_DISTRICT_ORG': 'CA50', 'ORG_UEI_NUM': 'UYTTZT6G9DT1', 'ORG_LGL_BUS_NAME': 'UNIVERSITY OF CALIFORNIA, SAN DIEGO', 'ORG_PRNT_UEI_NUM': None}
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[{'Code': '1271', 'Text': 'COMPUTATIONAL MATHEMATICS'}, {'Code': '1463', 'Text': 'INTEGRATION ENGINEERING'}, {'Code': '5345', 'Text': 'Engineering of Biomed Systems'}]
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