Practical handbook of spatial statistics:
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
Boca Raton [u.a.]
CRC Pr.
1996
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XV, 307 S. Ill., graph. Darst. |
| ISBN: | 0849301327 |
Staff View
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| 245 | 1 | 0 | |a Practical handbook of spatial statistics |c editor-in-chief Sandra Lach Arlinghaus |
| 264 | 1 | |a Boca Raton [u.a.] |b CRC Pr. |c 1996 | |
| 300 | |a XV, 307 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
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| 650 | 4 | |a Analyse spatiale (Statistique) | |
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| 650 | 4 | |a Geografie | |
| 650 | 4 | |a Geography |x Statistical methods | |
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| adam_text | TABLE OF CONTENTS
Foreword Hi
The Importance of Spatial Position
Sandra L. Arlinghaus and John D. Nystuen
Preface vi
Affiliations of Editors and Authors vii
Acknowledgments x
Chapter 1 1
Introduction: The Need for Spatial Statistics
Daniel A. Griffith
Components of geographic information and analysis
Background: the importance of locational information
Background: statistical estimator properties
Organization of the book
Summary
References
Chapter 2 17
Visualization of Spatial Dependence:
An Elementary View of Spatial Autocorrelation
Irina Ren Vasiliev
Editorial note
Introduction
The spatial mean and other basic concepts
Spatial autocorrelation
Map complexity
Map representations of changes in space and time
Summary: rules of thumb for spatial autocorrelation
References
Chapter 3 31
Spatial Sampling
Stephen V. Stehman and W. Scott Overton
Introduction
Spatial universes and populations
Sampling fundamentals
xi
Sampling a continuous universe
Point sampling of a continuous population
Areal sampling of a continuous universe
Frames for areal sampling
Traditional areal sampling
A rigorous equal probability areal sample
Support
Sampling spatially distributed objects via areal samples of the continuous
universe
Inference in spatial sampling
Applications of spatial sampling
Empirical evaluation of sampling strategies
Summary
References
Chapter 4 65
Some Guidelines for Specifying the Geographic Weights Matrix
Contained in Spatial Statistical Models
Daniel A. Griffith
Introduction
Background
Evaluation Criteria
Mean Response Estimation
Variance Estimation
Spatial Autoregressive Parameter p Estimation
Rules of thumb Implications
References
Chapter 5 83
Aggregation Effects in Geo referenced Data
David W. S. Wong
Spatial Dependency of Spatial Data Analysis
Source of the MAUP: Spatial Dependence and the Averaging Process
General impacts of the MAUP on spatial data
Approaches to solving the MAUP
The Data Manipulation Approach
A Technique oriented Approach
An Error Modeling Approach
Guidelines for analyzing data from different scales
Using Data from the Finest Scale
Reporting error from aggregation
Using techniques insensitive to scale change
xii
Conclusions
References
Chapter 6 107
Implementing Spatial Statistics on Parallel Computers
Bin Li
Introduction
A brief introduction to parallel processing
Software models for parallel processing
Parallel implementations
Analysis of spatial autocorrelation
Estimating spatial autoregressive models
Performance
Analysis of spatial autocorrelation
Estimating spatial autoregressive models
Summary
References
Appendix I: Test Statistics for Spatial Autocorrelation Coefficients
Appendix II: Source Code
Chapter 7 149
Spatial Statistics and GIS Applied to Internal Migration
in Rwanda, Central Africa
Daniel G. Brown
Introduction
Study area
Database description
GIS database
Population and agricultural census data
GIS data management
Traditional regression analysis
Mapping residuals
Spatial statistical model
Conclusions
References
Chapter 8 175
Spatial Statistical Modeling of Regional Fertility Rates:
A Case Study of He Nan Province, China
H. Michael Feng
Introduction
Preliminary considerations of the spatial statistical application
The dataset and the model specification
xiii
Explicit variables
Fertility rate
General living standard
Economic structure
Educational attainment
State population policies
A classical linear regression model of explicit variables
In search of a spatial pattern
Interpretation and Conclusions
References
Appendix I: Description of Data Set
Appendix IP. Maps
Appendix III: Scatter plots
Chapter 9 231
Spatial Statistical/Econometric Versions of
Simple Urban Population Density Models
Daniel A. Griffith and Ayse Can
Introduction and Background
The Rudimentary Population Density Model
Spatial Autocorrelation and Population Density Models
The Selected Metropolitan Landscapes
The Toronto Metropolitan Area
The Ottawa Hull Metropolitan Area
The Syracuse Metropolitan Area
Preliminaries for Estimating the Autoregressive Model
The Toronto Metropolitan Area
The Ottawa Hull Metropolitan Area
The Syracuse Metropolitan Area
The Estimated Population Density Models
Implementation Findings
References
Chapter 10 251
Spatial Statistics for Analysis of Variance
of Agronomic Field Trials
D. S. Long
The Example Data Set
Goals of the Case Study
The Autoregressive Response Model
Calculating the Moran Coefficient
Calculating the Necessary Eigenvalues
Estimating the Jacobian Term
xiv
Estimating an Autoregressive Response Model
Comparison of AR based ANOVA and Conventional ANOVA
Conclusions
Acknowledgments
References
References, by Chapter 279
References, Alphabetically 293
Spatial Index, by Chapter 305
xv
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| spelling | Practical handbook of spatial statistics editor-in-chief Sandra Lach Arlinghaus Boca Raton [u.a.] CRC Pr. 1996 XV, 307 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Analyse spatiale (Statistique) Géographie - Méthodes statistiques Ruimtelijke analyse gtt Geografie Geography Statistical methods Spatial analysis (Statistics) Statistik (DE-588)4056995-0 gnd rswk-swf Statistik (DE-588)4056995-0 s DE-604 Arlinghaus, Sandra L. Sonstige (DE-588)170400409 oth HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007840650&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Practical handbook of spatial statistics Analyse spatiale (Statistique) Géographie - Méthodes statistiques Ruimtelijke analyse gtt Geografie Geography Statistical methods Spatial analysis (Statistics) Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4056995-0 |
| title | Practical handbook of spatial statistics |
| title_auth | Practical handbook of spatial statistics |
| title_exact_search | Practical handbook of spatial statistics |
| title_full | Practical handbook of spatial statistics editor-in-chief Sandra Lach Arlinghaus |
| title_fullStr | Practical handbook of spatial statistics editor-in-chief Sandra Lach Arlinghaus |
| title_full_unstemmed | Practical handbook of spatial statistics editor-in-chief Sandra Lach Arlinghaus |
| title_short | Practical handbook of spatial statistics |
| title_sort | practical handbook of spatial statistics |
| topic | Analyse spatiale (Statistique) Géographie - Méthodes statistiques Ruimtelijke analyse gtt Geografie Geography Statistical methods Spatial analysis (Statistics) Statistik (DE-588)4056995-0 gnd |
| topic_facet | Analyse spatiale (Statistique) Géographie - Méthodes statistiques Ruimtelijke analyse Geografie Geography Statistical methods Spatial analysis (Statistics) Statistik |
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