Creating and Managing Spatial-Weighting Matrices with the Spmat Command

We present the spmat command for creating, managing, and storing spatial-weighting matrices, which are used to model interactions between spatial or more generally cross-sectional units. spmat can store spatial-weighting matrices in a general and banded form. We illustrate the use of the spmat command and discuss some of the underlying issues by using United States county and postal-code-level data.

[1]  H. Kelejian,et al.  Specification and Estimation of Spatial Autoregressive Models with Autoregressive and Heteroskedastic Disturbances , 2008, Journal of econometrics.

[2]  David M. Drukker,et al.  On Two-Step Estimation of a Spatial Autoregressive Model with Autoregressive Disturbances and Endogenous Regressors , 2013 .

[3]  Dan Hammer,et al.  Vyaghranomics in Space and Time: Estimating Habitat Threats for Bengal, Indochinese, Malayan and Sumatran Tigers , 2012 .

[4]  Oliviero Antonio Carboni,et al.  Spatial and industry proximity in collaborative research: evidence from Italian manufacturing firms , 2013 .

[5]  J. LeSage Introduction to spatial econometrics , 2009 .

[6]  W. Tobler A Computer Movie Simulating Urban Growth in the Detroit Region , 1970 .

[7]  Noel A Cressie,et al.  Statistics for Spatial Data, Revised Edition. , 1994 .

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

[9]  G. Arbia Spatial Econometrics , 2006, Encyclopedia of Big Data.

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

[11]  Aurora A.C. Teixeira,et al.  The determinants of spatial location of creative industries start-ups: Evidence from Portugal using a discrete choice model approach , 2014 .

[12]  Arthur Getis,et al.  Cliff, A.D. and Ord, J.K. 1973: Spatial autocorrelation. London: Pion , 1995 .

[13]  Roger Th. A. J. Leenders,et al.  Modeling social influence through network autocorrelation: constructing the weight matrix , 2002, Soc. Networks.

[14]  J. Ord,et al.  Spatial Processes. Models and Applications , 1982 .

[15]  Maurizio Pisati,et al.  SPMAP: Stata module to visualize spatial data , 2007 .

[16]  Maurizio Pisati MIF2DTA: Stata module convert MapInfo Interchange Format boundary files to Stata boundary files , 2005 .

[17]  Thomas J. Fitzpatrick,et al.  The Impact of Vacant, Tax-Delinquent, and Foreclosed Property on Sales Prices of Neighboring Homes , 2011 .

[18]  Paola Cardamone,et al.  UNIVERSITY AND FIRM PERFORMANCE IN THE ITALIAN MANUFACTURING SECTOR , 2012 .

[19]  David M. Drukker,et al.  Maximum Likelihood and Generalized Spatial Two-Stage Least-Squares Estimators for a Spatial-Autoregressive Model with Spatial-Autoregressive Disturbances , 2013 .

[20]  L. Waller,et al.  Applied Spatial Statistics for Public Health Data: Waller/Applied Spatial Statistics , 2004 .

[21]  Kevin Crow,et al.  SHP2DTA: Stata module to converts shape boundary files to Stata datasets , 2015 .

[22]  Luc Anselin,et al.  Thirty years of spatial econometrics , 2010 .

[23]  Paola Cardamone,et al.  R&D, spatial proximity and productivity at firm level: evidence from Italy , 2014 .

[24]  Gianfranco Piras,et al.  splm: Spatial Panel Data Models in R , 2012 .

[25]  David M. Drukker,et al.  A Command for Estimating Spatial-Autoregressive Models with Spatial-Autoregressive Disturbances and Additional Endogenous Variables , 2013 .

[26]  Daisuke Takagi,et al.  Neighborhood social capital and crime victimization: comparison of spatial regression analysis and hierarchical regression analysis. , 2012, Social science & medicine.

[27]  P. Diggle Applied Spatial Statistics for Public Health Data , 2005 .

[28]  Noel A Cressie,et al.  Statistics for Spatial Data. , 1992 .

[29]  Robert Haining,et al.  Spatial Data Analysis: Theory and Practice , 2003 .

[30]  Oliviero Antonio Carboni,et al.  A spatial analysis of R&D: the role of industry proximity , 2013 .

[31]  J. S. Long,et al.  The Workflow of Data Analysis Using Stata , 2008 .