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A Casebook for Spatial Statistical Data Analysis

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A Casebook for Spatial Statistical Data Analysis Cover

 

Synopses & Reviews

Publisher Comments:

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.

Synopsis:

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.

Synopsis:

Old Seoul reconstructs for the reader the city as it was in the last decades of the nineteenth century, when it evolved from being the closed capital of the "Hermit Kingdom" into the international city that it is today.

Description:

Includes bibliographical references (p. 488-502) and index.

Table of Contents

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

Product Details

ISBN:
9780195109580
Contribution:
Ord, J. Keith
Contribution:
Sone, Akio
Author:
null, Daniel A.
Author:
null, Larry J.
Author:
Griffith, Daniel A.
Author:
Layne, Larry J.
Author:
Sone, Akio
Publisher:
Oxford University Press, USA
Location:
New York :
Subject:
Geography
Subject:
Spatial analysis (statistics)
Subject:
Geography, Physical
Subject:
Earth Sciences - Geography
Subject:
Earth Sciences - Geology
Subject:
Probability & Statistics - General
Subject:
Geography -- Statistical methods.
Subject:
Geography-General
Edition Description:
Includes bibliographical references and index.
Series:
Spatial Information Systems
Series Volume:
no. 149
Publication Date:
19991231
Binding:
HARDCOVER
Grade Level:
College/higher education:
Language:
English
Illustrations:
, 20 halftones
Pages:
524
Dimensions:
9.3 x 6.2 x 1.2 in 1.85 lb

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Science and Mathematics » Mathematics » Probability and Statistics » Statistics

A Casebook for Spatial Statistical Data Analysis New Hardcover
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Product details 524 pages Oxford University Press - English 9780195109580 Reviews:
"Synopsis" by , 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.
"Synopsis" by , Old Seoul reconstructs for the reader the city as it was in the last decades of the nineteenth century, when it evolved from being the closed capital of the "Hermit Kingdom" into the international city that it is today.
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