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SpaceStat and Geohealth Tutorials – Mixed Model Regression Part 2: Data Exploration

Materials

AllCancerFemale.SPT SpaceStat project

Estimated Time

15 minutes

Objectives

This tutorial will use the Mixed Model Regression method in SpaceStat software to explore the patterns in all cancer mortality rates among women, 1969-2002. We will look for changing spatial patterns over time and see if some basic sociodemographic covariates can help to explain them. The mixed model approach will allow specified covariates to vary across broad U.S. regions.

In this step we will explore the temporal trends in the cancer data, look at the distribution of the dependent variable, and examine covariate correlation.

Tutorial

Mixed Model Regression Part 2: Data Exploration

Featured

SpaceStat is a comprehensive software package that enables visualization and analysis of space–time data, overcoming some of the constraints inherent to spatial-only Geographic Information System software.

Read More About our Software »

Methods

Time is an integral part of our analysis. All views of the data can be animated, from maps to histograms to scatter plots. Furthermore, these animations can be linked together to explore ideas and discover patterns.

Learn More About Our Methods »

Order Books

Compartmental Analysis in Biology and Medicine, 3rd Edition, by John A. Jacquez and Modeling with Compartments, by John A. Jacquez

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