{"id":120021,"date":"2010-07-13T20:35:00","date_gmt":"2010-07-13T20:35:00","guid":{"rendered":"http:\/\/www.esri.com\/arcgis-blog\/products\/product\/uncategorized\/spatial-statistics-resources\/"},"modified":"2018-07-19T13:15:45","modified_gmt":"2018-07-19T20:15:45","slug":"spatial-statistics-resources","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/product\/analytics\/spatial-statistics-resources","title":{"rendered":"Spatial Statistics Resources"},"author":4021,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":""},"categories":[23341],"tags":[25551,37561,32121,25581],"industry":[],"product":[],"class_list":["post-120021","blog","type-blog","status-publish","format-standard","hentry","category-analytics","tag-hot-spot-analysis","tag-regression-analysis","tag-spatial-pattern-analysis","tag-spatial-statistics"],"acf":{"short_description":"*********************************************************************************\r\n\r\nWe've created a new resources page that we'll be using...","flexible_content":[{"acf_fc_layout":"content","content":"<p><span style=\"color: #1f7ac0;\">*********************************************************************************<\/span><\/p>\n<p><span style=\"color: #1f7ac0;\"><em><strong>We&#8217;ve created a new resources page that we&#8217;ll be using to provide the latest resources and news. You can still use\u00a0<a href=\"http:\/\/esriurl.com\/spatialstats\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #1f7ac0;\">http:\/\/esriurl.com\/spatialstats<\/span><\/a>\u00a0to get there, or access it directly at\u00a0<a href=\"https:\/\/spatialstats.github.io\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #1f7ac0;\">https:\/\/spatialstats.github.io\/<\/span><\/a>. If you have this blog post bookmarked, you may want to update it to the new site so that you don&#8217;t miss out on new resources!<\/strong><\/em><\/span><\/p>\n<p><span style=\"color: #1f7ac0;\">*********************************************************************************<\/span><br \/>\n<!--more--><br \/>\nWhenever we look at a map, we inherently start turning that map into information by finding patterns, assessing trends, or making decisions. Spatial statistics empowers you to answer questions confidently and make important decisions using more than simple visual analysis. Below are resources that will help you learn more.\u00a0If you have questions or awesome analysis stories, there is a\u00a0<a href=\"https:\/\/geonet.esri.com\/community\/gis\/analysis\/spatial-statistics\">Spatial Statistics Forum<\/a>\u00a0on GeoNet &#8212; We&#8217;d love to hear from you!<\/p>\n<p>Does spatial analysis exhilarate you? \u00a0Do you find solving tough problems thrilling? \u00a0If you said yes, we are looking for a few people just like you! Come join our\u00a0passionate team of hard working and close-knit developers and product engineers working to advance space-time data exploration and analysis techniques. \u00a0Check out our job postings\u00a0<a title=\"spatial statistics product engineer\" href=\"http:\/\/www.esri.com\/careers\/main\/job-detail?jobID=7220&amp;term=Full%20Time&amp;jobtype=ArcGIS%20Product%20Engineering&amp;location=Redlands,%20CA&amp;capath=&amp;loc=&amp;jsearch=Spatial%20Stat\">here<\/a>!<\/p>\n<p>_____________________________________________________________<\/p>\n<h3><strong>An updated Space Time Cube Explorer Add-in for ArcGIS Pro 2.0 is now available<\/strong><\/h3>\n<p>The Add-in can help you interact with and explore your space-time cube and analysis results created with the <a title=\"Information about the Space Time Pattern Mining toolbox in ArcGIS Pro\" href=\"http:\/\/pro.arcgis.com\/en\/pro-app\/tool-reference\/space-time-pattern-mining\/an-overview-of-the-space-time-pattern-mining-toolbox.htm\" target=\"_blank\" rel=\"noopener\">Space Time Pattern Mining toolbox<\/a>\u00a0in a simple and intuitive way. \u00a0This update includes many new features and enhancements such as the ability to output 3D polygons from a\u00a0<a href=\"http:\/\/pro.arcgis.com\/en\/pro-app\/tool-reference\/space-time-pattern-mining\/createcubefromdefinedlocations.htm\" target=\"_blank\" rel=\"noopener\">defined locations cube<\/a>\u00a0and enhanced time and range slider settings.<\/p>\n<p>You can download the Add-in at\u00a0<a href=\"http:\/\/www.arcgis.com\/home\/item.html?id=ffd5be434d394341ad1f89cd29c19e20\">www.esriurl.com\/SpaceTimeCubeExplorer<\/a>.<\/p>\n<p style=\"text-align: left;\"><span style=\"font-size: 12px;\">_________________________________________________________________\u00a0<\/span><\/p>\n<div><\/div>\n<div><strong><span style=\"font-size: 16px; line-height: 24px;\">Presentations from the User Conference<\/span><\/strong><\/div>\n<div><\/div>\n<div>\n<ul>\n<li>Using Spatial Statistics to do More: Simple Approaches (2017\u00a0<a href=\"https:\/\/www.youtube.com\/watch?v=3d_8nQpSCgE&amp;list=PLaPDDLTCmy4YcXpv_ypX3YicMHVUOuGYR&amp;index=43\" target=\"_blank\" rel=\"noopener\">Video<\/a>, 2017\u00a0<a href=\"https:\/\/esri.box.com\/s\/mkh8wqoisjsv04ftfch4agtske984q95\" target=\"_blank\" rel=\"noopener\">PDF<\/a>)<\/li>\n<li>Spatial Data Mining I: Essentials of Cluster Analysis (2017\u00a0<a title=\"Spatial Data Mining I: Essentials of Cluster Analysis\" href=\"https:\/\/www.youtube.com\/watch?v=qQNOlfOYtyw&amp;list=PLaPDDLTCmy4YcXpv_ypX3YicMHVUOuGYR&amp;index=51\" target=\"_blank\" rel=\"noopener\">Video<\/a>, 2017\u00a0<a href=\"https:\/\/esri.box.com\/s\/yvdmwwbgnxzo11fpv54knngxui3pjs5f\" target=\"_blank\" rel=\"noopener\">PDF<\/a>)<\/li>\n<li>Spatial Data Mining II: A Deep Dive into Space-Time Analysis (2017 <a title=\"Spatial Data Mining II: A Deep Dive Into Space-Time Analysis\" href=\"https:\/\/www.youtube.com\/watch?v=0aV6HHwJuo4&amp;list=PLaPDDLTCmy4YcXpv_ypX3YicMHVUOuGYR&amp;index=50\" target=\"_blank\" rel=\"noopener\">Video<\/a>, 2017\u00a0<a title=\"Spatial Data Mining II: A Deep Dive into Space Time Analysis\" href=\"https:\/\/esri.box.com\/s\/5a7ox8tmdj0ib46e0prolceuh0ydtfkm\" target=\"_blank\" rel=\"noopener\">PDF<\/a>)<\/li>\n<li>Beyond Where: Modeling Spatial Relationships Using Regression Analysis (<a title=\"Beyond Where: Modeling Spatial Relationships Using Regression Analysis\" href=\"http:\/\/video.esri.com\/watch\/3871\/modeling-spatial-relationships-using-regression-analysis\" target=\"_blank\" rel=\"noopener\">Video<\/a>,\u00a0<a title=\"Beyond Where: Modeling Spatial Relationships Using Regression Analysis\" href=\"https:\/\/esri.box.com\/s\/3vhzjz7eiv5t6e1jbe17mdgsbs8j4wgd\" target=\"_blank\" rel=\"noopener\">PDF<\/a>)<\/li>\n<li>Applying Spatial Statistics: The Analysis Process in Action (<a href=\"http:\/\/video.esri.com\/watch\/4716\/applying-spatial-statistics-the-analysis-process-in-action\" target=\"_blank\" rel=\"noopener\">Video<\/a>)<\/li>\n<\/ul>\n<\/div>\n<div>\n<p>___________________________________________________________<\/p>\n<div><\/div>\n<\/div>\n<div style=\"text-align: left;\"><span style=\"font-size: 16px; line-height: 24px;\">\u00a0<\/span><\/div>\n<div style=\"text-align: left;\"><strong><span style=\"font-size: 16px; line-height: 24px;\">Brand new to spatial statistics? <\/span><\/strong><\/div>\n<div style=\"text-align: left;\"><em><span style=\"font-size: 16px; line-height: 24px;\">Start here \u2192\u00a0<\/span><\/em><\/div>\n<div style=\"text-align: left;\">\n<ol>\n<li>Spatial Statistics: Simple Ways to Do More with Your Data (<a title=\"Spatial Statistics: Simple Ways to Do More with Your Data\" href=\"http:\/\/video.esri.com\/watch\/4003\/spatial-statistics-simple-ways-to-do-more-with-your-data\" target=\"_blank\" rel=\"noopener\">Video<\/a>,\u00a0<a href=\"https:\/\/esri.box.com\/shared\/static\/x9fbd9qoxk8vvbuujtzm6m4ojqorrn2b.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a>, <a href=\"https:\/\/esri.app.box.com\/s\/nspdj6x8dq9ff0sx2dwja27wxhwdw9lu\/1\/4099931963\/33982520975\/1\" target=\"_blank\" rel=\"noopener\">2015 UC slides<\/a>)<\/li>\n<li>Spatial Data Mining: A Deep Dive into Cluster Analysis (<a title=\"Spatial Data Mining: A Deep Dive into Cluster Analysis\" href=\"http:\/\/video.esri.com\/watch\/4004\/spatial-data-mining-a-deep-dive-into-cluster-analysis\" target=\"_blank\" rel=\"noopener\">Video<\/a>,\u00a0<a href=\"https:\/\/esri.box.com\/shared\/static\/esng9jnrjm4oyb0cixbpmc0y3mjdu5gk.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a>, <a href=\"https:\/\/esri.app.box.com\/s\/nspdj6x8dq9ff0sx2dwja27wxhwdw9lu\/1\/4099931963\/33982533045\/1\" target=\"_blank\" rel=\"noopener\">2015 UC slides<\/a>)<\/li>\n<li>Hot Spot Analysis for ArcGIS 10.1 (<a title=\"Hot Spot Analysis Tutorial\" href=\"http:\/\/www.arcgis.com\/home\/item.html?id=6626d5cc81a745f1b737028f7a519521\" target=\"_blank\" rel=\"noopener\">Tutorial<\/a>)<\/li>\n<li>Beyond Where: Modeling Spatial Relationships Using Regression Analysis (<a title=\"Beyond Where: Modeling Spatial Relationships Using Regression Analysis\" href=\"http:\/\/video.esri.com\/watch\/3871\/modeling-spatial-relationships-using-regression-analysis\" target=\"_blank\" rel=\"noopener\">Video<\/a>,\u00a0<a title=\"Beyond Where: Modeling Spatial Relationships Using Regression Analysis\" href=\"https:\/\/esri.box.com\/shared\/static\/u7z6aee6azp2gigpnl1sh2e7fbkuc9yc.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a>)<\/li>\n<li>Beyond Where: Using Regression Analysis to Explore Why (<a title=\"Beyond Where: Using Regression Analysis to Explore Why\" href=\"http:\/\/training.esri.com\/gateway\/index.cfm?fa=catalog.webCourseDetail&amp;courseID=2586\" target=\"_blank\" rel=\"noopener\">Tutorial<\/a>)<\/li>\n<\/ol>\n<div><span style=\"font-size: 16px; line-height: 24px;\">\u00a0<\/span><\/div>\n<\/div>\n<div style=\"text-align: left;\"><strong><span style=\"font-size: 16px; line-height: 24px;\">Now that you have the essentials, dive deeper!<\/span><\/strong><\/div>\n<div style=\"text-align: left;\"><\/div>\n<div style=\"text-align: left;\"><span style=\"font-size: 16px; line-height: 24px;\"><strong>Summarize<\/strong> <em>Use descriptive statistics to explore your data<\/em><\/span><\/div>\n<div>\n<ul>\n<li>Spatial Statistics: Simple Ways to Do More with Your Data (<a title=\"Spatial Statistics: Simple Ways to Do More with Your Data\" href=\"\/\/video.esri.com\/watch\/4003\/spatial-statistics-simple-ways-to-do-more-with-your-data\" target=\"_blank\" rel=\"noopener\">Video<\/a>,\u00a0<a title=\"Spatial Statistics: Simple Ways to Do More with Your Data\" href=\"https:\/\/esri.app.box.com\/spatialstats\/1\/2259658731\/19456848523\/1\" target=\"_blank\" rel=\"noopener\">PDF<\/a>)<\/li>\n<li>Spatial Distribution of Piracy (<a title=\"Spatial Distribution of Piracy\" href=\"http:\/\/video.arcgis.com\/watch\/393\/spatial-distribution-of-piracy\">Video<\/a>)<\/li>\n<li>Spatial Pattern Analysis of Dengue Fever (<a title=\"Spatial Pattern Analysis of Dengue Fever\" href=\"http:\/\/video.arcgis.com\/watch\/394\/spatial-pattern-alaysis-of-dengue-fever\">Video<\/a>)<\/li>\n<\/ul>\n<div><span style=\"font-size: 16px; line-height: 24px;\">\u00a0<\/span><\/div>\n<div><span style=\"font-size: 16px; line-height: 24px;\"><strong>Find clusters<\/strong> \u00a0<em>Discover hot spots, cold spots and outliers<\/em>\u00a0<\/span><\/div>\n<div>\n<ul>\n<li><span style=\"line-height: 24px;\">Spatial Data Mining: A Deep Dive into Cluster Analysis (<\/span><a title=\"Spatial Data Mining: A Deep Dive into Cluster Analysis\" href=\"\/\/video.esri.com\/watch\/4004\/spatial-data-mining-a-deep-dive-into-cluster-analysis\" target=\"_blank\" rel=\"noopener\">Video<\/a><span style=\"line-height: 24px;\">,\u00a0<\/span><a title=\"Spatial Data Mining: A Deep Dive into Cluster Analysis\" href=\"https:\/\/esri.app.box.com\/spatialstats\/1\/2259658731\/19456896705\/1\" target=\"_blank\" rel=\"noopener\">PDF<\/a><span style=\"line-height: 24px;\">)<\/span><\/li>\n<li><span style=\"line-height: 24px;\">Analyzing violent crime (<a title=\"Analyzing Violent Crime\" href=\"http:\/\/desktop.arcgis.com\/en\/analytics\/case-studies\/broken-bottles-1-overview.htm\" target=\"_blank\" rel=\"noopener\">Tutorial<\/a>)<\/span><\/li>\n<li>Investigating Medicare spending using Hot Spot Analysis (<a href=\"https:\/\/learn.arcgis.com\/en\/projects\/where-does-healthcare-cost-the-most\/lessons\/analyze-medicare-cost-hot-spots.htm\">Tutorial<\/a>)<\/li>\n<li><span style=\"line-height: 24px;\">Hot Spot Analysis Tutorial for ArcGIS 10.1 (<a title=\"Hot Spot Analysis\" href=\"http:\/\/www.arcgis.com\/home\/item.html?id=6626d5cc81a745f1b737028f7a519521\">Tutorial<\/a>)<\/span><\/li>\n<li><span style=\"line-height: 24px;\">Hot Spot Analysis Tutorial for ArcGIS 10.0 (<a title=\"Hot Spot Analysis Tutorial\" href=\"http:\/\/www.arcgis.com\/home\/item.html?id=dea008bcc77d4fd485abdf8121190b82\">Tutorial<\/a>)<\/span><\/li>\n<li><span style=\"line-height: 24px;\">Spatial Pattern Analysis of Dengue Fever (<a href=\"http:\/\/www.arcgis.com\/home\/item.html?id=49dde041c3634355bf073b0b55fa5b2d\" target=\"_blank\" rel=\"noopener\">Tutorial<\/a>)<\/span><\/li>\n<li><span style=\"line-height: 24px;\">Spatial Statistics ModelBuilder Tutorial for ArcGIS 10 (<a title=\"Spatial Statistics ModelBuilder Tutorial\" href=\"http:\/\/www.arcgis.com\/home\/item.html?id=7180ba6e9d8845128eaadf70a4b6bf7e\">Tutorial<\/a>)<\/span><\/li>\n<li><span style=\"line-height: 24px;\"><span style=\"line-height: 24px;\">Hot Spot Analysis Part 1 (<a title=\"Part 1\" href=\"http:\/\/video.arcgis.com\/watch\/404\/hot-spot-analysis-_dash_-part-1\">Video<\/a>)\u00a0<\/span><\/span><\/li>\n<li>Hot Spot Analysis Part 2 (<a title=\"Part 2\" href=\"http:\/\/video.arcgis.com\/watch\/403\/hot-spot-analysis-_dash_-part-2\">Video<\/a>)<\/li>\n<li>Hot Spot Analysis Part 3 (<a title=\"Part 3\" href=\"http:\/\/video.arcgis.com\/watch\/402\/hot-spot-analysis-_dash_-part-3\">Video<\/a>)<\/li>\n<\/ul>\n<div><span style=\"font-size: 16px; line-height: 24px;\">\u00a0<\/span><\/div>\n<div><span style=\"font-size: 16px; line-height: 24px;\"><strong>Model relationships<\/strong> \u00a0<em>Explore the question &#8220;why?&#8221; and make predictions<\/em><\/span><\/div>\n<div>\n<ul>\n<li><span style=\"line-height: 24px;\">Answering WHY Questions, An Introduction to using regression analysis with spatial data (<a title=\"Answering WHY\" href=\"http:\/\/www.esri.com\/news\/arcuser\/0309\/files\/why.pdf\">Article<\/a>)<\/span><\/li>\n<li><span style=\"line-height: 24px;\">Beyond Where: Modeling Spatial Relationships Using Regression Analysis (<a title=\"Beyond Where: Modeling Spatial Relationships Using Regression Analysis\" href=\"\/\/video.esri.com\/watch\/3871\/modeling-spatial-relationships-using-regression-analysis\" target=\"_blank\" rel=\"noopener\">Video<\/a>,\u00a0<a title=\"Beyond Where: Modeling Spatial Relationships Using Regression Analysis\" href=\"https:\/\/esri.app.box.com\/spatialstats\/1\/2259658731\/19456916541\/1\" target=\"_blank\" rel=\"noopener\">PDF<\/a>)<\/span><\/li>\n<li><span style=\"line-height: 24px;\"><span style=\"line-height: 24px;\">Regression Analysis Basics (<\/span><\/span><a href=\"http:\/\/resources.arcgis.com\/en\/help\/main\/10.1\/index.html#\/Regression_analysis_basics\/005p00000023000000\/\" target=\"_blank\" rel=\"noopener\">Online Documentation<\/a>)<\/li>\n<li>What they don&#8217;t tell you about regression analysis (<a href=\"http:\/\/resources.arcgis.com\/en\/help\/main\/10.1\/index.html#\/\/005p00000053000000\" target=\"_blank\" rel=\"noopener\">Online Documentation<\/a>)<\/li>\n<li>Regression Analysis in ArcGIS 10 (<a href=\"http:\/\/www.arcgis.com\/home\/item.html?id=71a65d35688a4502b123cbdfc99afdee\" target=\"_blank\" rel=\"noopener\">Tutorial<\/a>)<\/li>\n<li>Regression Analysis in ArcGIS 9.3\/9.3.1 (<a href=\"http:\/\/www.arcgis.com\/home\/item.html?id=9ae34ee00c614d10ab086bcb1cce9482\" target=\"_blank\" rel=\"noopener\">Tutorial<\/a>)<\/li>\n<\/ul>\n<div><strong><span style=\"font-size: 16px; line-height: 24px;\">Space Time Pattern Mining <\/span><\/strong><span style=\"font-size: 16px; line-height: 24px;\"><em>Identify trends and analyze changes in patterns over time<\/em><\/span><\/div>\n<div>\n<ul>\n<li>Space Time Pattern Mining: A New Frontier in Spatial Analysis <a href=\"https:\/\/www.esri.com\/training\/catalog\/57b3c46754c097bb74d3e6c3\/space-time-pattern-mining:-a-new-frontier-in-spatial-analysis\/\" target=\"_blank\" rel=\"noopener\">live training seminar<\/a>.<\/li>\n<li>The Space Time Cube Explorer Add-in\u00a0for ArcGIS Pro enhances the way you can interact with and explore your space-time cubes with preset symbology, range sliders and time sliders. <a href=\"https:\/\/www.arcgis.com\/home\/item.html?id=5c85bf58f8584d2faa5b1b76a2807dca\">For Pro 1.3, 1.4 or 1.4.1<\/a> \u00a0<a href=\"http:\/\/www.arcgis.com\/home\/item.html?id=ffd5be434d394341ad1f89cd29c19e20\">For Pro 2.0<\/a><\/li>\n<li>Analyze traffic accident patterns over time (<a title=\"Analyzing traffic accidents in space and time\" href=\"http:\/\/eath.maps.arcgis.com\/apps\/Cascade\/index.html?appid=9a27635635c940539b96fb5ef954e4d5\" target=\"_blank\" rel=\"noopener\">Story Map<\/a>)<\/li>\n<\/ul>\n<\/div>\n<div><span style=\"font-size: 16px; line-height: 24px;\"><strong>Tips and tricks<\/strong> \u00a0<em>Pro tips you should know<\/em><\/span><\/div>\n<div>\n<ul>\n<li><em><strong>(NEW!)<\/strong><\/em> A tutorial covering concepts such as cartographic subjectivity, data suppression (<a href=\"http:\/\/desktop.arcgis.com\/en\/analytics\/case-studies\/linguistic-diversity-1-intro.htm\">Case Study Tutorial<\/a>)<\/li>\n<li>Performing Proper Density Analysis (<a href=\"http:\/\/video.arcgis.com\/watch\/401\/performing-proper-density-analysis\" target=\"_blank\" rel=\"noopener\">Video<\/a>)<\/li>\n<li>Picking the Right Conceptualization of Spatial Relationships (<a href=\"http:\/\/pro.arcgis.com\/en\/pro-app\/tool-reference\/spatial-statistics\/modeling-spatial-relationships.htm\" target=\"_blank\" rel=\"noopener\">Online Documentation<\/a>)<\/li>\n<li>How Spatial Autocorrelation (Global Moran&#8217;s I) Works (<a href=\"http:\/\/pro.arcgis.com\/en\/pro-app\/tool-reference\/spatial-statistics\/h-how-spatial-autocorrelation-moran-s-i-spatial-st.htm\" target=\"_blank\" rel=\"noopener\">Online Documentation<\/a>)<\/li>\n<li>How Hot Spot Analysis Works (<a href=\"http:\/\/pro.arcgis.com\/en\/pro-app\/tool-reference\/spatial-statistics\/h-how-hot-spot-analysis-getis-ord-gi-spatial-stati.htm\" target=\"_blank\" rel=\"noopener\">Online Documentation<\/a>)<\/li>\n<li>What is a z-score? What is a p-value? (<a href=\"http:\/\/pro.arcgis.com\/en\/pro-app\/tool-reference\/spatial-statistics\/what-is-a-z-score-what-is-a-p-value.htm\" target=\"_blank\" rel=\"noopener\">Online Documentation<\/a>)<\/li>\n<li>How Grouping Analysis Works (<a href=\"http:\/\/pro.arcgis.com\/en\/pro-app\/tool-reference\/spatial-statistics\/how-grouping-analysis-works.htm\" target=\"_blank\" rel=\"noopener\">Online Documentation<\/a>)<\/li>\n<li>Finding a Meaningful Model, a checklist to evaluate regression models (<a href=\"http:\/\/www.esri.com\/news\/arcuser\/0111\/findmodel.html\" target=\"_blank\" rel=\"noopener\">Article<\/a>)<\/li>\n<li>Tips\u00a0and Tricks for Finding a Good Model using OLS and GWR (<a href=\"https:\/\/geonet.esri.com\/thread\/5167\" target=\"_blank\" rel=\"noopener\">GeoNet Forum<\/a>)<\/li>\n<\/ul>\n<div><span style=\"font-size: 16px; line-height: 24px;\">\u00a0<\/span><\/div>\n<\/div>\n<div><\/div>\n<div><span style=\"font-size: 16px; line-height: 24px;\"><strong>Putting it all together<\/strong> <em>Walk through a real analysis from start to finish\u00a0<\/em><\/span><\/div>\n<div>\n<ul>\n<li><em><strong>(New!) <\/strong><\/em>Analyze traffic accident patterns (<a title=\"Analyzing traffic accidents in space and time\" href=\"http:\/\/eath.maps.arcgis.com\/apps\/Cascade\/index.html?appid=9a27635635c940539b96fb5ef954e4d5\" target=\"_blank\" rel=\"noopener\">Story Map<\/a>)<\/li>\n<li>A smart site selection scenario using Hot Spot Analysis, Similarity Search and other analytical\u00a0methods (<a title=\"Locating a new retirement community\" href=\"http:\/\/desktop.arcgis.com\/en\/analytics\/case-studies\/locating-a-new-retirement-community.htm\" target=\"_blank\" rel=\"noopener\">Tutorial<\/a>)<\/li>\n<li>Understanding the geography of online lending (<a title=\"Mapping the Geography of Online Lending\" href=\"https:\/\/eath.maps.arcgis.com\/apps\/Cascade\/index.html?appid=20289bf8b2c0491ca8fae8578ab324ea\" target=\"_blank\" rel=\"noopener\">Story Map<\/a>)<\/li>\n<li><em><strong>(New!)<\/strong><\/em> Use Exploratory Regression and Grouping Analysis to investigate and explore literacy rates in Africa (<a title=\"Modeling Literacy Rates Tutorial\" href=\"http:\/\/desktop.arcgis.com\/en\/analytics\/case-studies\/modeling-literacy.htm\">Tutorial<\/a>)<\/li>\n<li>Investigating disparities in breast cancer rates (<a href=\"https:\/\/learn.arcgis.com\/en\/projects\/bridging-the-breast-cancer-divide\/\">Tutorials<\/a>)<\/li>\n<li>Applying Spatial Statistics: The Analysis Process in Action (<a title=\"Applying Spatial Statistics: The Analysis Process in Action\" href=\"http:\/\/video.esri.com\/watch\/3868\/apply-spatial-statistics\" target=\"_blank\" rel=\"noopener\">Video<\/a>,\u00a0<a title=\"Applying Spatial Statistics: The Analysis Process in Action\" href=\"https:\/\/esri.app.box.com\/spatialstats\/1\/2259658731\/19456920267\/1\" target=\"_blank\" rel=\"noopener\">PDF<\/a>)<\/li>\n<li>Spatial Statistics Best Practices: \u00a0From Hot Spot Analysis all the way through Regression Analysis (<a href=\"http:\/\/video.esri.com\/watch\/903\/spatial-statistics-best-practices\" target=\"_blank\" rel=\"noopener\">Video<\/a>)<\/li>\n<li>Applying GWR in Real Estate Analysis. \u00a0An example from Marquette, Michigan. (<a href=\"http:\/\/www.esri.com\/news\/arcuser\/0309\/re_gwr.html\" target=\"_blank\" rel=\"noopener\">Article<\/a>)<span style=\"font-size: 12px;\">\u00a0<\/span><\/li>\n<\/ul>\n<div><span style=\"font-size: 16px; line-height: 24px;\">\u00a0<\/span><\/div>\n<div><\/div>\n<div><\/div>\n<div><\/div>\n<div><\/div>\n<\/div>\n<div><strong><strong><span style=\"font-size: 16px; line-height: 24px;\">Articles and blogs\u00a0<\/span><\/strong><\/strong><\/div>\n<div>\n<ul>\n<li>Extend\u00a0<a href=\"http:\/\/www.esri.com\/news\/arcuser\/0405\/ss_crimestats1of2.html\" target=\"_blank\" rel=\"noopener\">Crime Analysis<\/a>\u00a0with ArcGIS Spatial Statistics tools<\/li>\n<li>Spatial Statistics Provide New Insights in\u00a0<a href=\"http:\/\/www.esri.com\/news\/arcuser\/1207\/ticks.html\" target=\"_blank\" rel=\"noopener\">Disease Analysis<\/a><\/li>\n<li>Background\u00a0Geoprocessing and Spatial Statistics<\/li>\n<li>Our\u00a0<a href=\"http:\/\/www.springer.com\/cda\/content\/document\/cda_downloaddocument\/9783642036460-c1.pdf?SGWID=0-0-45-855715-p173918949\" target=\"_blank\" rel=\"noopener\">Chapter <\/a>in the Handbook of Applied Spatial Analysis<\/li>\n<li>An interview on <a href=\"http:\/\/www.esri.com\/news\/arcwatch\/0410\/lauren-scott.html\" target=\"_blank\" rel=\"noopener\">Understanding\u00a0Spatial Statistics and Geostatistic<\/a><\/li>\n<\/ul>\n<div><span style=\"font-size: 16px; line-height: 24px;\">\u00a0<\/span><\/div>\n<\/div>\n<div><\/div>\n<div><strong><span style=\"font-size: 16px; line-height: 24px;\">Integrating \u00a0ArcGIS and R<\/span><\/strong><\/div>\n<div>\n<ul>\n<li>R-ArcGIS Bridge (<a href=\"https:\/\/github.com\/R-ArcGIS\/r-bridge-install\" target=\"_blank\" rel=\"noopener\">install<\/a>)<\/li>\n<li>Browse through the\u00a0<a href=\"https:\/\/r-arcgis.github.io\/\" target=\"_blank\" rel=\"noopener\">R-ArcGIS Community<\/a><\/li>\n<li><strong><em>(New!)\u00a0<\/em><\/strong>R-ArcGIS Bridge Workflow Demo (<a href=\"https:\/\/geonet.esri.com\/videos\/3343#\" target=\"_blank\" rel=\"noopener\">Video<\/a>)<\/li>\n<li><strong><em>(New!)<\/em><\/strong> Getting Data Science with R and ArcGIS\u00a0Dev Summit 2017\u00a0(<a title=\"Getting Data Science with R and ArcGIS\" href=\"https:\/\/www.youtube.com\/watch?v=KXCupqtb0-4&amp;feature=youtu.be\" target=\"_blank\" rel=\"noopener\">Video<\/a>)<\/li>\n<li><strong><em>(New!)\u00a0<\/em><\/strong>Bridging the Gap: \u00a0Integrating R and ArcGIS for Advanced Analysis (Demo Theater UC 2017 <a title=\"Bridging the Gap\" href=\"https:\/\/esri.box.com\/shared\/static\/szglz4qyeintlboe33jalnul5m9pf2ca.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a>)<\/li>\n<li><a href=\"http:\/\/www.arcgis.com\/home\/item.html?id=a5736544d97a4544aa47d06baf910f6d\" target=\"_blank\" rel=\"noopener\">Using R in ArcGIS 10 and 10.1<\/a><\/li>\n<li><a href=\"http:\/\/www.arcgis.com\/home\/item.html?id=547085ee428f4141b2cacb338f8f61a3\" target=\"_blank\" rel=\"noopener\">Using R in ArcGIS 9.3<\/a><\/li>\n<\/ul>\n<\/div>\n<div><strong><span style=\"font-size: 16px; line-height: 24px;\">Model and script tools<\/span><\/strong><\/div>\n<div>\n<ul>\n<li>The <a href=\"http:\/\/www.arcgis.com\/home\/item.html?id=5c85bf58f8584d2faa5b1b76a2807dca#overview\" target=\"_blank\" rel=\"noopener\">Space Time Cube Explorer Add-in<\/a> for ArcGIS Pro 1.3 and 1.4 enhances the way you can interact with and explore your space-time cubes with preset symbology, range sliders and time sliders.<\/li>\n<li><a title=\"Space Time Cube Utilities for ArcGIS Pro\" href=\"http:\/\/angp.maps.arcgis.com\/home\/item.html?id=f9e8d037d73743039e8cfbf2aec66448\" target=\"_blank\" rel=\"noopener\">Space Time Cube Utilities for ArcGIS Pro<\/a>\u00a01.0\u00a01.0, includes tools to visualize the space-time cube in 2D and 3D<\/li>\n<li><a href=\"\/\/www.arcgis.com\/home\/item.html?id=694e0f97355740d7bba6b8b356c0b925\" target=\"_blank\" rel=\"noopener\">Supplementary Spatial Statistics Toolbox for ArcGIS 10<\/a>, includes both Exploratory Regression and Incremental Spatial Autocorrelation<\/li>\n<li>Space Time Pattern Mining toolbox patches for <a href=\"http:\/\/support.esri.com\/download\/2192\">ArcGIS 10.3<\/a> and <a href=\"http:\/\/support.esri.com\/download\/2193\">ArcGIS Pro 1.0<\/a>.<\/li>\n<\/ul>\n<div><span style=\"font-size: 16px; line-height: 24px;\">\u00a0<\/span><\/div>\n<\/div>\n<div><span style=\"font-size: 16px; line-height: 24px;\"><span style=\"font-size: 16px; line-height: 24px;\"><strong>Read more<\/strong> \u00a0<em>Our suggested book list\u00a0<\/em><\/span><\/span><\/div>\n<div>\n<ul>\n<li>Mitchell, Andy.\u00a0<a href=\"http:\/\/esripress.esri.com\/display\/index.cfm?fuseaction=display&amp;websiteID=86&amp;moduleID=0\" target=\"_blank\" rel=\"noopener\"><em>The ESRI Guide to GIS Analysis, Volume 2<\/em><\/a><em>\u00a0<\/em>.\u00a0<a href=\"http:\/\/esripress.esri.com\/display\/index.cfm\" target=\"_blank\" rel=\"noopener\">ESRI Press<\/a>, 2005.<\/li>\n<li>Fotheringham, Stewart A., Chris Brunsdon, and Martin Charlton.\u00a0<em>Geographically Weighted Regression: the analysis of spatially varying relationships.\u00a0<\/em>John Wiley &amp; Sons, 2002.<\/li>\n<li>David, John C. <em>Statistics and Data Analysis in Geology<\/em>. John Wiley &amp; Sons, 1973.<\/li>\n<\/ul>\n<div><span style=\"font-size: 16px; line-height: 24px;\">\u00a0<\/span><\/div>\n<div><span style=\"font-size: 16px; line-height: 24px;\">\u00a0<\/span><\/div>\n<p>Resources last updated July 28, 2017.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n"}],"authors":[{"ID":4021,"user_firstname":"Lauren","user_lastname":"Bennett","nickname":"lrosenshein","user_nicename":"lrosenshein","display_name":"Lauren Bennett","user_email":"lrosenshein@esri.com","user_url":"","user_registered":"2018-03-02 00:15:39","user_description":"","user_avatar":"<img alt='' src='https:\/\/secure.gravatar.com\/avatar\/c7fe5f52cfbb4dab65d7c8b3791428280926047bf9b4354426880ca7a3c46af3?s=96&#038;d=blank&#038;r=g' srcset='https:\/\/secure.gravatar.com\/avatar\/c7fe5f52cfbb4dab65d7c8b3791428280926047bf9b4354426880ca7a3c46af3?s=192&#038;d=blank&#038;r=g 2x' class='avatar avatar-96 photo' height='96' width='96' loading='lazy' decoding='async'\/>"}],"related_articles":"","card_image":false,"wide_image":false},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.9 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Spatial Statistics Resources<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/product\/analytics\/spatial-statistics-resources\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Spatial Statistics Resources\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.esri.com\/arcgis-blog\/products\/product\/analytics\/spatial-statistics-resources\" \/>\n<meta property=\"og:site_name\" content=\"ArcGIS Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/esrigis\/\" 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