Analysis of Object Data I
Course Information
Principal Instructors: I. Dryden, J.S. Marron, H.G. Müller, J. O. Ramsay, J.L. Wang
Course Day and Time: Course will be hold at SAMSI (driving directions) in RTP on Wednesdays, 4:30-7:00 p.m. in Room 150.
Schedule: First class Wednesday, September 1
Classes cancelled: September 15th, November 10th, and November 24th
Last class Wednesday, December 8
Summary: This is the first of two courses associated with the SAMSI program on Analysis of Object Data. The first and the second course are independent of each other. This first course provides introductions into selected areas of object oriented data analysis. An outline of the topics is as follows:
1. Introduction to Object Oriented Data (Marron)
2. Shape Analysis and Related Topics (Dryden)
Introduction to Statistical Shape Analysis, Non-Euclidean Shape Spaces, Distances and Shape Co-ordinates, Procrustes Analysis, Principal Components Analysis and Geodesics.
3. Functional Data (Müller)
Introduction to Functional Data, Functional Regression Models, Time Warping, Empirical Dynamics.
4. Functional and Longitudinal Data (Wang)
Functional Principal Component Analysis, Modeling with Covariates, Interface Functional and Longitudinal Data Analysis.
5. Functional and Dynamic Data (Ramsay)
Registration for this course is being processed through your university.
Course Numbers:
Duke: STA 294-02
NCSU: MA/ST 810.001
UNC: STOR 891 Section 001 or MATH 892 Section 002
Questions about the course or the AOOD program should be emailed to aood-1@samsi.info.