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George Mason University

2016-2017 University Catalog

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2016-2017 University Catalog

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STAT 515 - Applied Statistics and Visualization for Analytics

Credits: 3
Not Repeatable for Credit
Offered by Statistics

Introduces multivariate regression and random forests for modeling data. Addresses data access, variable selection and model diagnostics. Introduces foundations for visual thinking. Reviews common statistical graphics such as dot plots, box plots, q-q plots. Addresses more advanced methods such as scatterplot matrices enhanced by smoothed or density contours, and search tools for finding graphics with suggestive patterns.

Prerequisite(s): STAT 250 or equivalent.
Notes: Course will introduce R software for analysis. A final project will involve visualization of a real data set.

Schedule Type: LEC
Hours of Lecture or Seminar per week: 3
Hours of Lab or Studio per week: 0
When Offered: Fall, Spring

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STAT 515 - Applied Statistics and Visualization for Analytics