STSCI 6940
Last Updated
- Schedule of Classes - September 10, 2024 10:17AM EDT
- Course Catalog - September 10, 2024 9:19AM EDT
Classes
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STSCI 6940
Course Description
Course information provided by the Courses of Study 2023-2024.
Topics are arranged at the beginning of the semester for individual study or for group discussions. Or, students may elect to undertake a project in statistics. The work is supervised by a professor in this subject area.
When Offered Fall, Spring.
Prerequisites/Corequisites Prerequisite: MATH 6710.
Regular Academic Session.
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Credits and Grading Basis
3 Credits Stdnt Opt(Letter or S/U grades)
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Section Topic
Topic: Time Series and Spatio Data Sci
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Class Number & Section Details
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Meeting Pattern
- W Academic Surge B 159
- Jan 22 - May 7, 2024
Instructors
Matteson, D
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Additional Information
Topics covered will include linear and non-linear, univariate and multivariate time series, exploratory methods for spatiotemporal data, spatiotemporal covariance functions, kriging, and hierarchical spatial models. Additional topics may include spatiotemporal modeling, seasonal modeling, spectral analysis, empirical orthogonal function analysis, discrete-valued time series, factor models, high-dimensional time series, functional time series, network time series, non-stationary time series, change point analysis, and point process modeling. Many applications may be considered, from nance and economics, to neuroscience and biophysics, to urban informatics and emergency medical services.
Regular Academic Session.
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Credits and Grading Basis
1-4 Credits Stdnt Opt(Letter or S/U grades)
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Section Topic
Topic: Readings & Research in High Dimensional Statistics
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Class Number & Section Details
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Meeting Pattern
- TR Academic Surge B 159
- Jan 22 - May 7, 2024
Instructors
El Alaoui, A