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Spatial Statistics

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Encyclopedia of Social Network Analysis and Mining

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References

  • Anselin L (1988) Spatial econometrics: methods and models. Kluwer, Dordrecht

    Book  MATH  Google Scholar 

  • Banerjee S, Carlin BP, Gelfand AE (2004) Hierarchical modeling and analysis for spatial data. Chapman & Hall/CRC, Boca Raton

    MATH  Google Scholar 

  • Berke O (1999) Estimation and prediction in the spatial linear model. Water Air Soil Pollut 110:215–237

    Article  Google Scholar 

  • Bivand RS, Pebesba EJ, Gómez-Rubio V (2008) Applied spatial data analysis with R. Springer, New York

    MATH  Google Scholar 

  • Chilès J-P, Delfiner P (1999) Geostatistics: modeling spatial uncertainty. Wiley, New York

    Book  MATH  Google Scholar 

  • Cliff AD, Ord JK (1981) Spatial processes: models and applications. Pion, London

    MATH  Google Scholar 

  • Cressie NAC (1993) Statistics for spatial data. Wiley, New York

    MATH  Google Scholar 

  • Daley D, Vere-Jones DJ (2003) Introduction to the theory of point processes, volume I: elementary theory and methods, 2nd edn. Springer, New York

    MATH  Google Scholar 

  • Daley D, Vere-Jones DJ (2007) Introduction to the theory of point processes, volume II: general theory and structure, 2nd edn. Springer, New York

    MATH  Google Scholar 

  • Diggle PJ (2003) Statistical analysis of spatial point patterns, 2nd edn. Arnold, New York

    MATH  Google Scholar 

  • Diggle PJ, Ribeiro PJ (2007) Model-based geostatistics. Springer, New York

    MATH  Google Scholar 

  • Gelfand AE, Diggle PJ, Guttorp P, Fuentes M (eds) (2010) Handbook of spatial statistics. Chapman & Hall/CRC, Boca Raton

    MATH  Google Scholar 

  • Illian J, Penttinen A, Stoyan H, Stoyan D (2008) Statistical analysis and modelling of spatial point patterns. Wiley, Chichester

    MATH  Google Scholar 

  • Journel AG, Huijbregts CJ (1978) Mining geostatistics. Academic, London

    Google Scholar 

  • Le ND, Zidek JV (2006) Statistical analysis of environmental space-time processes. Springer, New York

    MATH  Google Scholar 

  • LeSage JP, Pace RK (2009) Introduction to spatial econometrics. Chapman & Hall/CRC, Boca Raton

    Book  MATH  Google Scholar 

  • Li SZ (2009) Markov random field modeling in image analysis, 3rd edn. Springer, London

    MATH  Google Scholar 

  • Matérn B (1986) Spatial variation. Lecture notes in statistics, 2nd edn. Springer, Berlin

    Book  MATH  Google Scholar 

  • Matheron G (1975) Random sets and integral geometry. Wiley, New York

    MATH  Google Scholar 

  • Müller WG (2007) Collecting spatial data: optimum design of experiments for random fields, 3rd edn. Springer, Heidelberg

    MATH  Google Scholar 

  • Nguyen HT (2006) An introduction to random sets. Chapman & Hall/CRC, Boca Raton

    Book  MATH  Google Scholar 

  • Ripley BD (1981) Spatial statistics. Wiley, New York

    Book  MATH  Google Scholar 

  • Rue H, Held L (2005) Gaussian Markov random fields: theory and applications. Chapman & Hall/CRC, Boca Raton

    Book  MATH  Google Scholar 

  • Schabenberger O, Gotway CA (2005) Statistical methods for spatial data analysis. Chapman & Hall/CRC, Boca Raton

    MATH  Google Scholar 

  • Sjöstedt-De Luna S, Young A (2003) The bootstrap and kriging prediction intervals. Scand J Stat 30:175–192

    Article  MathSciNet  MATH  Google Scholar 

  • Stein ML (1999) Interpolation of spatial data: some theory for kriging. Springer, New York

    Book  MATH  Google Scholar 

  • Wackernagel H (2010) Multivariate geostatistics: an introduction with applications, 3rd edn. Springer, Berlin

    MATH  Google Scholar 

  • Yaglom AM (1987) Correlation theory of stationary and related random function I: basic results. Springer, New York

    MATH  Google Scholar 

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Acknowledgments

The authors thank Edgar Muñoz for producing Fig. 4. The first author was partially supported by National Science Foundation Grant HRD-0932339.

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Authors and Affiliations

  1. Department of Management Science and Statistics, The University of Texas at San Antonio, San Antonio, TX, 78249, USA

    Victor Oliveira

  2. Department of Mathematics & Statistics, Texas Tech University, Lubbock, TX, 79409-1042, USA

    A. Alexandre Trindade

Authors
  1. Victor Oliveira
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  2. A. Alexandre Trindade
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Corresponding author

Correspondence to Victor Oliveira .

Editor information

Editors and Affiliations

  1. Computer Science, University of Calgary, Calgary, Alberta, Canada

    Reda Alhajj

  2. University of Calgary Computer Science, Calgary, Canada

    Jon Rokne

Section Editor information

  1. American University of Sharjah, Sharjah, United Arab Emirates

    Suheil Khoury

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Oliveira, V., Alexandre Trindade, A. (2016). Spatial Statistics. In: Alhajj, R., Rokne, J. (eds) Encyclopedia of Social Network Analysis and Mining. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-7163-9_167-1

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  • DOI: https://doi.org/10.1007/978-1-4614-7163-9_167-1

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  • Publisher Name: Springer, New York, NY

  • Online ISBN: 978-1-4614-7163-9

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