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Intermediate To Spatial Statistics Using R And ArcGIS Desktop/QGIS

INTRODUCTION

This course is a hands on applied workshop designed to teach people how to correctly apply spatial statistics to spatial data. We will be using the statistical program “R” coupled with ArcGIS/QGIS. Topics that will be covered are: programming in “R”, Geographically Weighted Regression (GWR), Classification and Regression Trees (CART), Inverse Distance Weighting (IDW), Ordinary Kriging (OK), and spatial-temporal analysis.

At the end of the workshop attendees’ will be able to:

  • create a basic program in “R”,

  • assess and evaluate spatially correlated data,

  • adjust statistical models for spatial autocorrelation,

  • model spatial data in a scientifically defensible environment

This course is designed for intermediate programmers. It would is highly advisable to have a basic understanding of statistics, ArcGIS/QGIS, and exposure to computer programming. As with most workshops the more one knows going into the course the more one will take home. This will be an all day workshop with breaks

COURSE MODULES

Programming in “R”
Geographically Weighted Regression (GWR)
Classification and Regression Trees (CART)
Inverse Distance Weighting (IDW)
Ordinary Kriging (OK)
Spatial-Temporal Analysis

Classroom | £350 | Buy Now
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