GISC7310 - Regression Analysis with GIS Applications

GISC 7310 Regression Analysis with GIS Applications (3 semester hours) The specification, interpretation and properties of the multiple linear regression model including spatial and aspatial regression diagnostics are examined. Extensions to the logistic and Poisson regression models and spatial heterogeneity are provided. A review of the key concepts of matrix algebra and simulation techniques is given. Practical data analysis for large datasets is exercised by coupling statistical software with GIS environments. Prerequisite: GISC 6301 or (ECON 6311 or GISC 6311 or equivalent). (3-0) Y