CMPSCI 691SG - S-Read-Stats of Graphs&Ntwrks

Institution:

University of Massachusetts Amherst

Subject:

Description:

This is a research course in statistics of networks and graphs. Topics will be wide-ranging, including models for cross-sectional and dynamic networks, partially-observed networks, and networks with latent structures. Also included are network sampling, non-parametric statistical methods for networks, and data stream methods for graphs. Course discussion will highlight comparisons across frameworks for statistical analysis of networks, as well as across application areas. Classes will require reading research articles before class, listening to presentations of the articles, and discussing them. Students will be responsible for in-class presentations of at least one article over the semester. This course is offered for either one or three credits. In addition to class participation as described above, students enrolled for 3 credits will be responsible for completing a course project.

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.umass.edu

Phone Number:

(413) 545-0111

Regional Accreditation:

New England Association of Schools and Colleges

Calendar System:

Semester

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