What is Special About Spatial Data? Alternative Perspectives on Spatial Data Analysis (89-4)

Author(s): Anselin, Luc | Abstract: Outlines general ideas on fundamental issues related to the distinctive characteristics of spatial data analysis as opposed to data analysis in general. Focuses on two issues that are often overlooked in technical treatments of the methods of spatial statistics and spatial econometrics. One is therelevance for spatial data analysis of the ongoing debate about methodology in the disciplines of statistics and econometrics. The other is much narrower and pertains to the role of spatial errors in modeling and analysis. Includes an extensive bibliography. Paper prepared for presentation at the Spring 1989 Symposium on Spatial Statistics, Past, Present and Future, Department of Geography, Syracuse University.

[1]  P. Young,et al.  Time series analysis, forecasting and control , 1972, IEEE Transactions on Automatic Control.

[2]  Michael Batty,et al.  Generalized Measures of Information, Bayes' Likelihood Ratio and Jaynes' Formalism , 1975 .

[3]  George E. P. Box,et al.  Time Series Analysis: Forecasting and Control , 1977 .

[4]  Frederick Mosteller,et al.  Data Analysis and Regression , 1978 .

[5]  F. H. C. Marriott.  Models of spatial processes , 1978 .

[6]  R. Haining,et al.  Estimating Spatial-Interaction Models , 1978 .

[7]  Atsuyuki Okabe,et al.  Models of Spatial Processes , 1978 .

[8]  Edward E. Leamer,et al.  Specification Searches: Ad Hoc Inference with Nonexperimental Data , 1980 .

[9]  J Odland,et al.  Prior Information in Spatial Analysis , 1978, Environment & planning A.

[10]  Lw Hepple,et al.  Bayesian analysis of the linear model with spatial dependence , 1979 .

[11]  B. Efron.  Computers and the Theory of Statistics: Thinking the Unthinkable , 1979 .

[12]  S. Openshaw.  A million or so correlation coefficients : three experiments on the modifiable areal unit problem , 1979 .

[13]  David F. Hendry,et al.  Econometrics-Alchemy or Science? , 1980 .

[14]  C. Sims.  MACROECONOMICS AND REALITY , 1977 .

[15]  Luc Anselin,et al.  Estimation methods for spatial autoregressive structures. , 1980 .

[16]  Peter Gould,et al.  LETTING THE DATA SPEAK FOR THEMSELVES , 1981 .

[17]  R. Koenker.  Robust methods in econometrics , 1981 .

[18]  Frank Stetzer,et al.  THE ANALYSIS OF SPATIAL PARAMETER VARIATION WITH JACKKNIFED PARAMETERS , 1982 .

[19]  Luc Anselin,et al.  A Note on Small Sample Properties of Estimators in a First-Order Spatial Autoregressive Model , 1982 .

[20]  Christopher A. Sims,et al.  Scientific Standards in Econometric Modeling , 1982 .

[21]  Kaname Akamatsu,et al.  NONEQUIVALENT EXCHANGE IN INTERNATIONAL TRADE , 1983 .

[22]  J. Kmenta.  Some notes on the relevance of finite sample distribution theory , 1983 .

[23]  M. Summerfield,et al.  Populations, samples and statistical inference in geography , 1983 .

[24]  C. Michael Costanzo,et al.  STATISTICAL INFERENCE IN GEOGRAPHY: MODERN APPROACHES SPELL BETTER TIMES AHEAD* , 1983 .

[25]  Robert B. Litterman,et al.  Forecasting and Conditional Projection Using Realistic Prior Distributions , 1983 .

[26]  N. Wrigley,et al.  Statistical applications in the spatial sciences , 1981 .

[27]  D. Griffith,et al.  The boundary value problem in spatial statistical analysis. , 1983, Journal of regional science.

[28]  J. Ord,et al.  Spatial Processes: Models and Applications , 1984 .

[29]  Roger K. Conway,et al.  The foundations of econometrics–are there any , 1984 .

[30]  Robert P Haining.  Testing a Spatial Interacting-Markets Hypothesis , 1984 .

[31]  Luc Anselin,et al.  Specification tests on the structure of interaction in spatial econometric models , 1984 .

[32]  P. Nijkamp,et al.  Measuring the unmeasurable , 1985 .

[33]  Lawrence Hubert,et al.  Combinatorial data analysis: Association and partial association , 1985 .

[34]  Luc Anselin,et al.  NON‐NESTED TESTS ON THE WEIGHT STRUCTURE IN SPATIAL AUTOREGRESSIVE MODELS: SOME MONTE CARLO RESULTS* , 1986 .

[35]  Luc Anselin,et al.  SOME FURTHER NOTES ON SPATIAL MODELS AND REGIONAL SCIENCE , 1986 .

[36]  Wilpen L. Gorr,et al.  An adaptive filter for estimating spatially-varying parameters: application to modeling police hours spent in response to calls for service , 1986 .

[37]  B. Efron.  Why Isn't Everyone a Bayesian? , 1986 .

[38]  Robert Haining,et al.  SPATIAL MODELS AND REGIONAL SCIENCE: A COMMENT ON ANSELIN'S PAPER AND RESEARCH DIRECTIONS , 1986 .

[39]  Regional Economic Policy: Measurement of its Effect , 1986 .

[40]  Michael F. Goodchild,et al.  A spatial analytical perspective on geographical information systems , 1987, Int. J. Geogr. Inf. Sci..

[41]  Daniel C. Knudsen,et al.  COMPUTER-INTENSIVE SIGNIFICANCE-TESTING PROCEDURES∗ , 1987 .

[42]  B. Efron.  The jackknife, the bootstrap, and other resampling plans , 1987 .

[43]  D. Griffith.  Spatial Autocorrelation: A Primer , 1987 .

[44]  Martin Charlton,et al.  A Mark 1 Geographical Analysis Machine for the automated analysis of point data sets , 1987, Int. J. Geogr. Inf. Sci..

[45]  Adrian Pagan,et al.  Three Econometric Methodologies: A Critical Appraisal , 1987 .

[46]  James Durbin.  Is a philosophical consensus for statistics attainable , 1988 .

[47]  Luc Anselin,et al.  Do spatial effects really matter in regression analysis , 2005 .

[48]  M. Braga,et al.  Exploratory Data Analysis , 2018, Encyclopedia of Social Network Analysis and Mining. 2nd Ed..

[49]  P. Robinson.  Semiparametric econometrics: A survey , 1988 .

[50]  Luc Anselin,et al.  Model Validation in Spatial Econometrics: A Review and Evaluation of Alternative Approaches , 1988 .

[51]  Arnold Zellner,et al.  Bayesian analysis in econometrics , 1988 .

[52]  L. Anselin.  Spatial Econometrics: Methods and Models , 1988 .

[53]  Daniel A. Griffith,et al.  Advanced Spatial Statistics , 1988 .

[54]  Luc Anselin,et al.  Some robust approaches to testing and estimation in spatial econometrics , 1990 .

[55]  Luc Anselin,et al.  Quantitative Methods in Regional Science: Perspectives on Research Directions , 1991 .