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• W2279130147 abstract "The Context and Relevance of Spatial Analysis From Data to Information, to Knowledge and Wisdom Spatial Analysis Using a GIS Timeline Geographic Data: Properties, Strengths, and Analytical Challenges Conclusion Challenge Assignments Review and Study Questions Glossary of Key Terms References Scientific Observations and Measurements in Spatial Analysis Scales of Measurement Population and Sample Conclusion Challenge Assignments Review and Study Questions Glossary of Key Terms References Using Statistical Measures to Analyze Data Distributions Descriptive Statistics Spatial Statistics: Measures for Describing Basic Characteristics of Spatial Data Spatial Measures of Central Tendency Spatial Measures of Dispersion Random Variables and Probability Distribution Conclusion Challenge Assignments Review and Study Questions Glossary of Key Terms References Exploratory Data Analysis, Visualization, and Hypothesis Testing Exploratory Data Analysis, Geovisualization, and Data Visualization Methods Exploratory Approaches for Visualizing Spatial Datasets Visualizing Multidimensional Datasets: An Illustration Based on the US Educational Achievements Rates, 1970-2012 Hypothesis Testing, Confidence Intervals, and p Values Computation Statistical Conclusion Conclusion Challenge Assignments Review and Study Questions Glossary of Key Terms References Analyzing Spatial Statistical Relationships Engaging in Correlation Analysis Ordinary Least Squares and Geographically Weighted Regression Methods Conclusion Challenge Assignments Review and Study Questions Glossary of Key Terms References Engaging in Point Pattern Analysis Rationale for Studying Point Patterns and Distributions Exploring Patterns, Distributions, and Trends Associated with Point Features Conclusions Challenge Assignments Review and Study Questions Glossary of Key Terms References Engaging in Areal Pattern Analysis Using Global and Local Statistics Rationale for Studying Areal Patterns The Notion of Spatial Relationships Quantifying Spatial Autocorrelation Effects in Areal Patterns Conclusions Challenge Assignments Review and Study Questions Glossary of Key Terms References Engaging in Geostatistical Analysis Rationale for Using Geostatistics to Study Complex Spatial Patterns Basic Interpolation Equations Spatial Structure Functions for Regionalized Variables Kriging Method and its Theoretical Framework Conditional Geostatistical Simulation Inverse Distance Weighting Conclusions Challenge Assignments Review and Study Questions Glossary of Key Terms References Data Science: Understanding Computing Systems and Analytics for Big Data Introduction to Data Science Rationale for a Big Geospatial Data Framework Data Management Analytics and Strategies for Big Geospatial Data Conclusions Challenge Assignments Review and Study Questions Glossary of Key Terms References" @default.
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• W2279130147 title "Spatial Analysis: Statistics, Visualization, and Computational Methods" @default.
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