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Spatial Analytics with ArcGIS

You're reading from   Spatial Analytics with ArcGIS Build powerful insights with spatial analytics

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Product type Paperback
Published in Apr 2017
Publisher Packt
ISBN-13 9781787122581
Length 290 pages
Edition 1st Edition
Languages
Tools
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Author (1):
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Eric Pimpler Eric Pimpler
Author Profile Icon Eric Pimpler
Eric Pimpler
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Table of Contents (16) Chapters Close

Title Page
Credits
About the Author
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1. Introduction to Spatial Statistics in ArcGIS and R FREE CHAPTER 2. Measuring Geographic Distributions with ArcGIS Tools 3. Analyzing Patterns with ArcGIS Tools 4. Mapping Clusters with ArcGIS Tools 5. Modeling Spatial Relationships with ArcGIS Tools 6. Working with the Utilities Toolset 7. Introduction to the R Programming Language 8. Creating Custom ArcGIS Tools with ArcGIS Bridge and R 9. Application of Spatial Statistics to Crime Analysis 10. Application of Spatial Statistics to Real Estate Analysis

Chapter 3. Analyzing Patterns with ArcGIS Tools

The Analyzing Patterns toolset in the Spatial Statistics Tools toolbox contains a series of tools that help evaluate if features or the values associated with features form a clustered, dispersed, or random spatial pattern. These tools generate a single result for the entire dataset in question. Tools in this category generate what is known as inferential statistics or the probability of how confident we are that the pattern is either dispersed or clustered.

In this chapter, you will learn how to use many of these tools to determine if a dataset is dispersed or clustered, including the following:

  • Using the Average Nearest Neighbor tool
  • Using the Spatial Autocorrelation tool to analyze patterns
  • Using the Multi-Distance Spatial Cluster Analysis tool
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