Spatial statistics for urban analysis: A review of techniques with examples

[1]  S H Putman,et al.  Effects of Spatial System Design on Spatial Interaction Models. 1: The Spatial System Definition Problem , 1988 .

[2]  Robert Haining,et al.  A Comparative Evaluation of Approaches to Urban Crime Pattern Analysis , 2000 .

[3]  Chandra R. Bhat,et al.  Modifiable Areal Units: A Problem or a Matter of Perception in the Context of Residential Location Choice Modeling? , 2004 .

[4]  R. Burnett,et al.  Spatial Analysis for Environmental Health Research: Concepts, Methods, and Examples , 2003, Journal of toxicology and environmental health. Part A.

[5]  Todd Sandler,et al.  The Theory of Externalities, Public Goods, and Club Goods , 1986 .

[6]  W. Anderson,et al.  An Examination of Urban Form in Halifax-Dartmouth: Alternative Approaches in Data , 2002 .

[7]  J. Mcdonald,et al.  Population Density in Suburban Chicago: A Bid-rent Approach , 1998 .

[8]  Stewart Fotheringham,et al.  Scale-independent spatial analysis , 1989 .

[9]  L. Anselin,et al.  Spatial Econometrics: Methods and Models , 1988 .

[10]  Bernard Fingleton Spatial Econometrics, Economic Geography, Dynamics and Equilibrium: A ‘Third Way’? , 2000 .

[11]  W. Alonso Location And Land Use , 1964 .

[12]  Chandra R. Bhat,et al.  Modifiable Areal Units: Problem or Perception in Modeling of Residential Location Choice? , 2004 .

[13]  Abolfazl Mohammadian,et al.  Applications of Spatial Multinomial Logit Model to Transportation Planning , 2003 .

[14]  Eric Renshaw,et al.  Spatial Processes: Models and Applications , 1981 .

[15]  Isabelle Thomas,et al.  Intra-urban location and clustering of road accidents using GIS: a Belgian example , 2004, Int. J. Geogr. Inf. Sci..

[16]  Alexander Fotheringham,et al.  Geographic information systems for transportation: Principles and applications. , 2003 .

[17]  Pavlos S. Kanaroglou,et al.  Improvement of satellite derived pollution maps with the use of a geostatistical interpolation method , 2002, J. Geogr. Syst..

[18]  Leland Gerson Neuberg,et al.  A solution to the ecological inference problem: Reconstructing individual behavior from aggregate data , 1999 .

[19]  Robert Haining,et al.  Providing spatial statistical data analysis functionality for the GIS user: the SAGE project , 2001, Int. J. Geogr. Inf. Sci..

[20]  Robert Haining,et al.  Exploring Offence Statistics in Stockholm City Using Spatial Analysis Tools , 2001 .

[21]  G. Alperovich,et al.  Population Density Gradients and Urbanisation Measurement , 1992 .

[22]  Marc Gaudry,et al.  Spatially autocorrelated errors in origin-destination models: A new specification applied to aggregate mode choice☆ , 1989 .

[23]  B. Harris URBAN SIMULATION MODELS IN REGIONAL SCIENCE , 1985 .

[24]  Stan Openshaw,et al.  An optimal zoning approach to the study of spatially aggregated data , 1978 .

[25]  D. Griffith,et al.  Advanced Spatial Statistics: Special Topics in the Exploration of Quantitative Spatial Data Series , 1988 .

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

[27]  W. Cleveland Robust Locally Weighted Regression and Smoothing Scatterplots , 1979 .

[28]  Stan Openshaw,et al.  Optimal Zoning Systems for Spatial Interaction Models , 1977 .

[29]  D. Steel,et al.  Using Census Data to Investigate the Causes of the Ecological Fallacy , 1998, Environment & planning A.

[30]  Tschangho John Kim,et al.  A GIS‐based traffic analysis zone design: technique , 1998 .

[31]  Darren M. Scott,et al.  Impacts of commuting efficiency on congestion and emissions: case of the Hamilton CMA, Canada , 1997 .

[32]  Frederik P. Agterberg,et al.  Interactive spatial data analysis , 1996 .

[33]  S Openshaw,et al.  Algorithms for Reengineering 1991 Census Geography , 1995, Environment & planning A.

[34]  Chandra R. Bhat,et al.  The spatial analysis of activity stop generation , 2002 .

[35]  A data-driven approach for the definition of metropolitan regions , 2003 .

[36]  P. Krugman,et al.  The Spatial Economy , 1999 .

[37]  Piet Rietveld,et al.  Border effects and spatial autocorrelation in the supply of network infrastructure , 1997 .

[38]  Stan Openshaw,et al.  An Empirical Study of Some Zone-Design Criteria , 1978 .

[39]  Tomas de la Barra Integrated Land Use and Transport Modelling: Contents , 1989 .

[40]  Simon Kingham,et al.  Mapping Urban Air Pollution Using GIS: A Regression-Based Approach , 1997, Int. J. Geogr. Inf. Sci..

[41]  Guoqing Du,et al.  Using GIS for analysis of urban systems , 2000 .

[42]  T. Robinson,et al.  Spatial statistics and geographical information systems in epidemiology and public health. , 2000, Advances in parasitology.

[43]  Kazuaki Miyamoto,et al.  Spatial Association and Heterogeneity Issues in Land Price Models , 2001 .

[44]  Alan T. Murray,et al.  Excess Commuting and the Modifiable Areal Unit Problem , 2002 .

[45]  Chandra R. Bhat,et al.  A MIXED SPATIALLY CORRELATED LOGIT MODEL: FORMULATION AND APPLICATION TO RESIDENTIAL CHOICE MODELING , 2004 .

[46]  J. Ord,et al.  Testing for Local Spatial Autocorrelation in the Presence of Global Autocorrelation , 2001 .

[47]  R. Quandt The Estimation of the Parameters of a Linear Regression System Obeying Two Separate Regimes , 1958 .

[48]  D. Griffith Statistical and mathematical sources of regional science theory: Map pattern analysis as an example ? , 1999 .

[49]  W. Tobler Frame independent spatial analysis , 1989 .

[50]  G. Crampton,et al.  Residential Density Patterns in London—Any Role Left for the Exponential Density Gradient? , 1991 .

[51]  Michael Wegener,et al.  THE TIME SCALE OF URBAN CHANGE , 1986 .

[52]  D. Peeters,et al.  Using the transportation problem to measure the proximity between two sets of weighted points in a geographical space , 1993 .

[53]  C. Amrhein Searching for the Elusive Aggregation Effect: Evidence from Statistical Simulations , 1995 .

[54]  José I. Barredo,et al.  Modelling Future Urban Scenarios in Developing Countries: An Application Case Study in Lagos, Nigeria , 2004 .

[55]  P. Whittle ON STATIONARY PROCESSES IN THE PLANE , 1954 .

[56]  M. Meyer,et al.  Urban transportation planning , 1984 .

[57]  S. Fotheringham,et al.  Some Notes on Parametric Significance Tests for Geographically Weighted Regression , 1999 .

[58]  Colin Flint,et al.  The Theoretical and Methodological Utility of Space and Spatial Statistics for Historical Studies: The Nazi Party in Geographic Context , 2002 .

[59]  C. E. Gehlke,et al.  Certain Effects of Grouping upon the Size of the Correlation Coefficient in Census Tract Material , 1934 .

[60]  D. McMillen Nonparametric Employment Subcenter Identification , 2001 .

[61]  Kelvyn Jones,et al.  Specifying and estimating multilevel models for geographical research , 1991 .

[62]  Mei-Po Kwan,et al.  Interactive geovisualization of activity-travel patterns using three-dimensional geographical information systems: a methodological exploration with a large data set , 2000 .

[63]  R. Haining Spatial Data Analysis in the Social and Environmental Sciences , 1990 .

[64]  Kiril Stanilov,et al.  Accessibility and Land Use: The Case of Suburban Seattle, 1960-1990 , 2003 .

[65]  Ming Zhang,et al.  The Second Generation of the California Urban Futures Model. Part 2: Specification and Calibration Results of the Land-Use Change Submodel , 1998 .

[66]  Varameth Vichiensan,et al.  Discrete Choice Model with Structuralized Spatial Effects for Location Analysis , 2004 .

[67]  William P. Anderson,et al.  Using Spatial Statistics to Examine the Pattern of Urban Land Development in Halifax–Dartmouth , 2002 .

[68]  D. Bolduc,et al.  Spatial autoregressive error components in travel flow models , 1992 .

[69]  Stan Openshaw,et al.  Algorithm 3: A Procedure to Generate Pseudo-Random Aggregations of N Zones into M Zones, Where M is Less Than N , 1977 .

[70]  Juan de Dios Ortúzar,et al.  Modelling Transport, 2nd Edition , 1990 .

[71]  Eric J. Miller,et al.  Effects of Transportation Infrastructure and Location on Residential Real Estate Values: Application of Spatial Autoregressive Techniques , 2000 .

[72]  J. Landis,et al.  The Second Generation of the California Urban Futures Model. Part 1: Model Logic and Theory , 1998 .

[73]  Fahui Wang Explaining Intraurban Variations of Commuting by Job Proximity and Workers' Characteristics , 2001 .

[74]  M. Charlton,et al.  Quantitative geography : perspectives on spatial data analysis by , 2001 .

[75]  M Batty,et al.  Spatial Aggregation in Gravity Models: 4. Generalisations and Large-Scale Applications , 1982, Environment & planning A.

[76]  Daniel P. McMillen,et al.  One Hundred Fifty Years of Land Values in Chicago: A Nonparametric Approach , 1996 .

[77]  Mike Rees,et al.  5. Statistics for Spatial Data , 1993 .

[78]  Todd Sandler,et al.  A Tale of Two Collectives: Sulphur versus Nitrogen Oxides Emission Reduction in Europe , 1997 .

[79]  Stanley Wasserman,et al.  Social Network Analysis: Methods and Applications , 1994, Structural analysis in the social sciences.

[80]  Hae-shin Hwang,et al.  Hedonic housing price indices and secondary employment centers , 1985 .

[81]  Jean-Claude Thill,et al.  Geographic information systems for transportation in perspective , 2000 .

[82]  C Ding,et al.  The GIS-Based Human-Interactive TAZ Design Algorithm: Examining the Impacts of Data Aggregation on Transportation-Planning Analysis , 1998 .

[83]  Kei-ichi Okunuki,et al.  Urban analysis with GIS , 2000 .

[84]  J. Deutsch,et al.  An application of a switching regimes regression to the study of urban structure , 2002 .

[85]  Robert Haining,et al.  Modelling High-intensity Crime Areas in English Cities , 2001 .

[86]  Michael Batty,et al.  NCGIA National Center for Geographic Information and Analysis Locational Models , Geographic Information , and Planning Support Systems , 2022 .

[87]  Rolf Moeckel,et al.  Microsimulation of Urban Land Use , 2002 .

[88]  Atsuyuki Okabe,et al.  The Modifiable Areal Unit Problem in a Repression Model Whose Independent Variable Is a Distance from a Predetermined Point , 2002 .

[89]  Raymond Y. C. Tse Estimating Neighbourhood Effects in House Prices: Towards a New Hedonic Model Approach , 2002 .

[90]  Isam Kaysi,et al.  Identifying urban boundaries: application of remote sensing and geographic information system technologies , 2003 .

[91]  A S Fotheringham,et al.  The Modifiable Areal Unit Problem in Multivariate Statistical Analysis , 1991 .

[92]  Donggen Wang,et al.  A spatio-temporal data model for activity-based transport demand modelling , 2001, Int. J. Geogr. Inf. Sci..

[93]  M. John Hodgson,et al.  AGGREGATION ERROR EFFECTS ON THE DISCRETE-SPACE p-MEDIAN MODEL: THE CASE OF EDMONTON, CANADA , 1997 .

[94]  Carl Amrhein,et al.  The Effect of Data Aggregation on a Poisson Regression Model of Canadian Migration , 1992 .

[95]  M Batty,et al.  Spatial Aggregation in Gravity Models: 2. One-Dimensional Population Density Models , 1982, Environment & planning A.

[96]  Max Barlow Urban Problems: An Applied Urban Analysis , 1991 .

[97]  J. Black Urban Transport Planning , 1981 .

[98]  Yuk Fai Cheong,et al.  HLM 6: Hierarchical Linear and Nonlinear Modeling , 2000 .

[99]  Daniel A. Griffith,et al.  A Casebook for Spatial Statistical Data Analysis: A Compilation of Analyses of Different Thematic Data Sets , 1999 .

[100]  David W. S. Wong,et al.  Exploring the Variability of Segregation Index D with Scale and Zonal Systems: An Analysis of Thirty US Cities , 1999 .

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

[102]  Timothy J. Tyrrell,et al.  Testing spatial patterns and growth spillover effects in clusters of cities , 2002, J. Geogr. Syst..

[103]  M Batty,et al.  Spatial Aggregation in Gravity Models. 1. An Information-Theoretic Framework , 1982, Environment & planning A.

[104]  Antonio Páez,et al.  Network Accessibility and the Spatial Distribution of Economic Activity in Eastern Asia , 2004 .

[105]  Martin H. Krieger Segmentation and Filtering into Neighborhoods as Processes of Percolation and Diffusion: Stochastic Processes (Randomness) as the Null Hypothesis , 1991 .

[106]  Stan Openshaw,et al.  A geographical solution to scale and aggregation problems in region-building, partitioning and spatial modelling , 1977 .

[107]  Richard E. Klosterman,et al.  Geographic Information Systems for Local Planning , 1989 .

[108]  Judith E. Innes,et al.  Implementing GIS for Planning Lessons from the History of Technological Innovation , 1993 .

[109]  A. Venables,et al.  The Spatial Economy: Cities, Regions, and International Trade , 2000 .

[110]  David G Steel,et al.  Rules for Random Aggregation , 1996 .

[111]  Tschangho John Kim,et al.  A GIS‐based traffic analysis zone design: implementation and evaluation , 1998 .

[112]  D. Bolduc,et al.  Spatial Autoregressive Error Components in Travel Flow Models: An Application to Aggregate Mode Choice , 1995 .

[113]  M Batty,et al.  Spatial Aggregation in Gravity Models: 3. Two-Dimensional Trip Distribution and Location Models , 1982, Environment & planning A.

[114]  Kelvyn Jones,et al.  Contextual Models of Urban House Prices: A Comparison of Fixed- and Random-Coefficient Models Developed by Expansion , 1994 .

[115]  H. Blalock Causal Inferences in Nonexperimental Research , 1966 .

[116]  Xuan Zhu,et al.  Accessibility Analyst: An Integrated GIS Tool for Accessibility Analysis in Urban Transportation Planning , 2004 .

[117]  R. Cornes,et al.  The theory of externalities, public goods and club goods. 2nd. ed. , 1996 .

[118]  T. Bernhardsen Geographic Information Systems: An Introduction , 1999 .

[119]  Catherine Baumont,et al.  Spatial Analysis of Employment and Population Density: The Case of the Agglomeration of Dijon 1999 , 2003 .

[120]  Wende A O'Neill,et al.  BUILDING TRANSPORTATION ANALYSIS ZONES USING GEOGRAPHIC INFORMATION SYSTEMS , 1994 .