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Luc Anselin: Tobler's Law and the Challenge of Identifying Multivariate Clusters
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Luc Anselin's held the Waldo Tobler Lecture on March 15, 2023 after being selected as the 2022 Laureate of the Waldo Tobler GIScience Prize by the Austrian Academy of Sciences.
In this talk, Luc Anselin provides an overview of methods that have been suggested to tackle the problem of identifying local multivariate spatial clusters. He also introduces some creative ways in which traditional multivariate techniques can be spatialized to aid in the discovery of local clusters by exploiting the concept of a local neighbor match. The methods are illustrated using the GeoDa software in a comparative study based on data for socio-economic determinants of health observed in 791 Chicago census tracts.
Luc Anselin is the 2022 Waldo-Tobler GIScience Prize laureate for his outstanding and sustained contributions to the discipline worthy of inspiring young scientists in Geoinformatics or Geographic Information Science, and for having accomplished significant advances in research and education.
Links:
In this talk, Luc Anselin provides an overview of methods that have been suggested to tackle the problem of identifying local multivariate spatial clusters. He also introduces some creative ways in which traditional multivariate techniques can be spatialized to aid in the discovery of local clusters by exploiting the concept of a local neighbor match. The methods are illustrated using the GeoDa software in a comparative study based on data for socio-economic determinants of health observed in 791 Chicago census tracts.
Luc Anselin is the 2022 Waldo-Tobler GIScience Prize laureate for his outstanding and sustained contributions to the discipline worthy of inspiring young scientists in Geoinformatics or Geographic Information Science, and for having accomplished significant advances in research and education.
Links:
Tobler's Law in a Multivariate World (Luc Anselin)
Tobler's Law in a Multivariate World: GeoDa Demo (Luc Anselin)
Tobler's First Law of Geography Explained
The First Law of Geography - and why it is a Nuisance
Spatial Autocorrelation
Week 5: Global Spatial Autocorrelation
The First Law of Geography isn't 'Eat Toblerone'
Four reasons for the First Law of Geography
Waldo Tobler: Ravenstein Revisited
Week 5b: Visualizing spatial autocorrelation (Introduction to Spatial Data Science)
Nonparametric Spatial Covarians Function
Travel time mapping over terrain using Tobler hiking function and Arcgis
Applied Spatial Regression Analysis - Lecture: Spatial Durbin Model
Performing Analysis: Spatial Data Mining II: A Deep Dive Into Space-Time Analysis
Variogram Models
Applied Spatial Regression Analysis - Notebooks: Data Input-Output
Applied Spatial Regression Analysis - Lecture: Spatial Process Models
Applied Spatial Regression Analysis - Lecture: ML Estimation of Spatial Lag Model
Intro & Review
Week 4 - Spatial Autocorrelation
Applied Spatial Regression Analysis - Lecture: : Robust Tests
Applied Spatial Regression Analysis - Lecture: Principles of Maximum Likelihood Estimation
3.5. Analysis of Spatial Association of Internal Migration
Applied Spatial Regression Analysis - Notebooks: 2SLS
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