Article2000

Statistical Analysis with ArcView GIS

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Spatial and Panel Data Analysis Geographic Information Systems Studies Point processes and geometric inequalities

Abstract

1. Attribute Descriptors 1.1 Central Tendency 1.2 Dispersion and Distribution 1.3 Relationship 1.4 Trend 2. Point Descriptors 2.1 The Nature of Point Features 2.2 Central Tendency of Point Distributions 2.3 Dispersion of Point Distributions 2.4 Application Examples 2.4.1 References 3. Pattern Detectors 3.1 Scale, Extent, and Projection 3.2 Quadrat Analysis 3.3 Nearest Neighbor Analysis 3.4 Spatial Autocorrelation 3.5 Application Examples 3.5.1 References 4. Line Descriptors 4.1 The Nature of Linear Features 4.2 Characteristics and Attributes of Linear Features 4.3 Directional Statistics 4.4 Network Analysis 4.5 Application Examples 4.5.1 References 5. Pattern Descriptors 5.1 Spatial Relationships 5.2 Spatial Autocorrelation 5.3 Spatial Weights Matrices 5.4 Types of Spatial Autocorrelation Measures and Some Notations 5.5 Joint Count Statistics 5.6 Moran and Geary Indices 5.7 General G-Statistic 5.8 Local Spatial Autocorrelation Statistics 5.9 Moran Scatterplot 5.10 Application Examples 5.11 Summary 5.11.1 References Index

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References

1995Local Indicators of Spatial Association—LISA 1970A Computer Movie Simulating Urban Growth in the Detroit Region 1992The Analysis of Spatial Association by Use of Distance Statistics 1983Spatial Processes, Models and Applications 1988DO SPATIAL EFFECFS REALLY MATTER IN REGRESSION ANALYSIS?

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