STSCI 6610

Last Updated

  • Schedule of Classes - April 13, 2023 2:00PM EDT
  • Course Catalog - April 12, 2023 7:14PM EDT

STSCI 6610
Spatial and Spatial-Temporal Data Analysis

Course information provided by the Courses of Study 2022-2023.

The course covers the analysis of spatial and/or spatial-temporal data, defined as data that include references to spatial locations or regions. Topics may include spatial interpolation, regression with spatial data, Gaussian process models, construction of covariance functions, computational techniques for large datasets, hierarchical non-Gaussian models, analysis of point patterns, forecasting, and Bayesian methods.

When Offered Fall.

Prerequisites/Corequisites Prerequisite: STSCI 4030/5030 or equivalent plus STSCI 3080 or equivalent plus STSCI 4520/5520 or proficiency in R programming.

Outcomes
  • Identify different types of spatial and spatial-temporal data.
  • Select an appropriate model for the data.
  • Estimate model parameters using statistical software.

View Enrollment Information

Syllabi: none

  •   Regular Academic Session. 

  • 3 Credits Stdnt Opt

  • 18271 STSCI 6610   LEC 001

  •  
    • TR Corson-Mudd A106
    • Aug 22 - Dec 5, 2022

    • Guinness, J

  • Instruction Mode: In Person
    STSCI 4030/5030 or equivalent plus STSCI 3080 or equivalent plus STSCI 4520/5520 or proficiency in R programming