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Casebook for Spatial Statistical Data Analysis : Compilation of Differentthematic Data Sets - Daniel A. Griffith

Casebook for Spatial Statistical Data Analysis

Compilation of Differentthematic Data Sets

Hardcover Published: 1st March 2000
ISBN: 9780195109580
Number Of Pages: 524

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This volume compiles geostatistical and spatial autoregressive data analyses involving georeferenced socioeconomic, natural resources, agricultural, pollution, and epidemiological variables. Benchmark analyses are followed by analyses of readily available data sets, emphasizing parallels between geostatistical and spatial autoregressive findings. Both SAS and SPSS code are presented for implementation purposes. This informative casebook will serve geographers, regional scientists, applied spatial statisticians, and spatial scientists from across disciplines.

Introduction List of Abbreviations Part I: Theoretical Background 1.: Introduction 2.: Important Modeling Assumptions 3.: Popular Spatial Autoregressive and Geostatistical Models Part II: Georeferenced Data Set Case Studies 4.: Analysis of Georeferenced Socioeconomic Attribute Variables 5.: Analysis of Georeferenced Natural Resources Attribute Variables 6.: Analysis of Georeferenced Agricultural Yield Variables 7.: Analysis of Georeferenced Pollution Variables 8.: Analysis of Georeferenced Epidemiological Variables Part III: Visualizing What is Not Observed 9.: Exploding Georeferenced Data When Maps Have Holes or Gaps: Estimating Missing Data Values and Kriging 10: Concluding Comments Epilogue Bibliography Index

ISBN: 9780195109580
ISBN-10: 0195109589
Series: Spatial Information Systems
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 524
Published: 1st March 2000
Country of Publication: US
Dimensions (cm): 23.57 x 16.15  x 3.66
Weight (kg): 0.87