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Spatial Analytics with ArcGIS

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

Product type Paperback

Published in Apr 2017

Publisher Packt

ISBN-13 9781787122581

Length 290 pages

Edition 1st Edition

Languages

Python

Tools

ArcGIS

Concepts

Geospatial Analysis

Author (1):

Eric Pimpler

View More author details

Table of Contents (11) Chapters

Preface

1. Introduction to Spatial Statistics in ArcGIS and R

2. Measuring Geographic Distributions with ArcGIS Tools FREE CHAPTER

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

Using the Exploratory Regression tool

The Exploratory Regression tool can be used to evaluate combinations of exploratory variables for OLS models that best explain the dependent variable. This data-mining tool does a lot of work for you in finding variables that are well suited. This tool can save you a lot of time. The results of this tool are written to the progress dialog, the Result window, and an optional report file. In this section, you will use the Exploratory Regression tool to analyze the variables attached to the Denver_Census_Tracts layer used in the OLS section of the course to identify combinations of variables that may be appropriate for a model of burglary incidents.

Running the Exploratory Regression tool

Let's learn how to run the Exploratory...

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Authors (1)

Eric Pimpler

Eric Pimpler

Eric Pimpler is the founder and owner of GeoSpatial Training Services and has over 20 years of experience in implementing and teaching GIS solutions using Esri, Google Earth/Maps, and open source technology. Currently, he focuses on ArcGIS scripting with Python and the development of custom ArcGIS Server web and mobile applications using JavaScript. He is the author of Programming ArcGIS 10.1 with Python Cookbook. Eric has a bachelor's degree in geography from Texas A&M University and a master's degree in applied geography with a specification in GIS from Texas State University.

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