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References

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Ans02

Luc Anselin. Under the hood issues in the specification and interpretation of spatial regression models. Agricultural Economics, 27(3):247–267, Nov 2002. URL: http://dx.doi.org/10.1111/j.1574-0862.2002.tb00120.x, doi:10.1111/j.1574-0862.2002.tb00120.x.

Ans03

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AR14

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BRT15

Adrian Baddeley, Ege Rubak, and Rolf Turner. Spatial point patterns: methodology and applications with R. CRC press, 2015.

BGFS08

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BMPH97

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BFC10

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CO81

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Coo17

Joshua Cook. Docker for Data Science. Apress, 2017. ISBN 9781484230121. URL: http://dx.doi.org/10.1007/978-1-4842-3012-1, doi:10.1007/978-1-4842-3012-1.

DDPP19

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DAR11

Juan C. Duque, Luc Anselin, and Sergio J. Rey. The max-p-regions problem. Journal of Regional Science, 52(3):397–419, Dec 2011. URL: http://dx.doi.org/10.1111/j.1467-9787.2011.00743.x, doi:10.1111/j.1467-9787.2011.00743.x.

EB01

Cory L Eicher and Cynthia A Brewer. Dasymetric mapping and areal interpolation: implementation and evaluation. Cartography and Geographic Information Science, 28(2):125–138, 2001.

EKS+96

Martin Ester, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu, and others. A density-based algorithm for discovering clusters in large spatial databases with noise. In Kdd, volume 96, 226–231. 1996.

FPP+10

Matthew C Fitzpatrick, Evan L Preisser, Adam Porter, Joseph Elkinton, Lance A Waller, Bradley P Carlin, and Aaron M Ellison. Ecological boundary detection using bayesian areal wombling. Ecology, 91(12):3448–3455, 2010.

Gah99

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Gea54

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GH06

Andrew Gelman and Jennifer Hill. Data Analysis Using Regression and Multilevel Hierarchical Models. Cambridge University Press, 2006. ISBN 9780511790942. URL: http://dx.doi.org/10.1017/cbo9780511790942, doi:10.1017/cbo9780511790942.

GO92

Arthur Getis and JK Ord. The analysis of spatial association by use of distance statistics. Geographical Analysis, 24(3):189–206, 1992.

GOP15

Steve Gibbons, Henry G. Overman, and Eleonora Patacchini. Spatial methods. Handbook of Regional and Urban Economics, pages 115–168, 2015. URL: http://dx.doi.org/10.1016/b978-0-444-59517-1.00003-9, doi:10.1016/b978-0-444-59517-1.00003-9.

Glu18

Konstantin Gluschenko. Measuring regional inequality: to weight or not to weight? Spatial Economic Analysis, 13(1):36–59, Jul 2018. URL: http://dx.doi.org/10.1080/17421772.2017.1343491, doi:10.1080/17421772.2017.1343491.

Goo07

Michael F Goodchild. Citizens as sensors: the world of volunteered geography. GeoJournal, 69(4):211–221, 2007.

GYC07

Michael F Goodchild, May Yuan, and Thomas Cova. Towards a general theory of geographic representation in GIS. International Journal of Geographical Information Science, 21:239–260, 2007.

Ioa07

John P. A Ioannidis. Why most published research findings are false: Author’s Reply to Goodman and Greenland. PLoS Medicine, 4(6):e215, Jun 2007. URL: http://dx.doi.org/10.1371/journal.pmed.0040215, doi:10.1371/journal.pmed.0040215.

JC71

George F. Jenks and Fred C. Caspall. Error on choroplethic maps: definition, measurement, reduction. Annals of the Association of American Geographers, 61(2):217–244, Jun 1971. URL: http://dx.doi.org/10.1111/j.1467-8306.1971.tb00779.x, doi:10.1111/j.1467-8306.1971.tb00779.x.

Jia13

Bin Jiang. Head/tail breaks: a new classification scheme for data with a heavy-tailed distribution. The Professional Geographer, 65(3):482–494, Aug 2013. URL: http://dx.doi.org/10.1080/00330124.2012.700499, doi:10.1080/00330124.2012.700499.

KRKPerez+16

Thomas Kluyver, Benjamin Ragan-Kelley, Fernando Pérez, Brian Granger, Matthias Bussonnier, Jonathan Frederic, Kyle Kelley, Jessica Hamrick, Jason Grout, Sylvain Corlay, Paul Ivanov, Damián Avila, Safia Abdalla, Carol Willing, and Jupyter Development Team. Jupyter notebooks - a publishing format for reproducible computational workflows. In Fernando Loizides and Birgit Schmidt, editors, Positioning and power in academic publishing: Players, agents and agendas, 97–90. IOS Press, 2016.

LC05

Haolan Lu and Bradley P Carlin. Bayesian areal wombling for geographical boundary analysis. Geographical Analysis, 37(3):265–285, 2005.

Mor48

Patrick AP Moran. The interpretation of statistical maps. Journal of the Royal Statistical Society. Series B (Methodological), 10(2):243–251, 1948.

Nie20

Michael Nielsen. Reinventing Discovery. Princeton University Press, Apr 2020. ISBN 9780691202846. URL: http://dx.doi.org/10.2307/j.ctvqsdst2, doi:10.2307/j.ctvqsdst2.

Ord10

Keith Ord. Spatial autocorrelation: a statistician’s reflections. In Luc Anselin and Sergio Rey, editors, Perspectives on Spatial Data Analysis, Advances in Spatial Science. Springer-Verlag, Berlin-Heidelberg, 2010.

PS03

T. Piketty and E. Saez. Income inequality in the United States, 1913-1998. The Quarterly Journal of Economics, 118(1):1–41, Feb 2003. URL: http://dx.doi.org/10.1162/00335530360535135, doi:10.1162/00335530360535135.

Rey09

Sergio J. Rey. Show me the code: spatial analysis and open source. Journal of Geographical Systems, 11(2):191–207, Apr 2009. URL: http://dx.doi.org/10.1007/s10109-009-0086-8, doi:10.1007/s10109-009-0086-8.

Rey14

Sergio J. Rey. Spatial dynamics and space-time data analysis. In Manfred M. Fischer and Peter Nijkamp, editors, Handbook of Regional Science, pages 1365–1383. Springer Berlin Heidelberg, Berlin, Heidelberg, 2014. URL: https://doi.org/10.1007/978-3-642-23430-9₇8, doi:10.1007/978-3-642-23430-9₇8.

RSastreGutierrez10

Sergio J. Rey and Myrna L. Sastré-Gutiérrez. Interregional inequality dynamics in mexico. Spatial Economic Analysis, 5(3):277–298, Sep 2010. URL: http://dx.doi.org/10.1080/17421772.2010.493955, doi:10.1080/17421772.2010.493955.

RS12

Sergio J. Rey and Richard J. Smith. A spatial decomposition of the Gini coefficient. Letters in Spatial and Resource Sciences, 6(2):55–70, Sep 2012. URL: http://dx.doi.org/10.1007/s12076-012-0086-z, doi:10.1007/s12076-012-0086-z.

Rip91

Brian D Ripley. Statistical inference for spatial processes. Cambridge University Press, 1991.

RP18

Andrés Rodríguez-Pose. The revenge of the places that don’t matter (and what to do about it). Cambridge Journal of Regions, Economy and Society, 11(1):189–209, Jan 2018. URL: http://dx.doi.org/10.1093/cjres/rsx024, doi:10.1093/cjres/rsx024.

RBZ+19

Adam Rule, Amanda Birmingham, Cristal Zuniga, Ilkay Altintas, Shih-Cheng Huang, Rob Knight, Niema Moshiri, Mai H. Nguyen, Sara Brin Rosenthal, Fernando Pérez, and et al. Ten simple rules for writing and sharing computational analyses in jupyter notebooks. PLOS Computational Biology, 15(7):e1007007, Jul 2019. URL: http://dx.doi.org/10.1371/journal.pcbi.1007007, doi:10.1371/journal.pcbi.1007007.

Sil86

Bernard W Silverman. Density estimation for statistics and data analysis. Volume 26. CRC press, 1986.

Tob70

Waldo R Tobler. A computer movie simulating urban growth in the Detroit region. Economic geography, 46(sup1):234–240, 1970.

Tuk77

John W Tukey. Exploratory data analysis. Addison-Wesley, 1977.

Woo06

Simon N. Wood. Generalized Additive Models. Chapman and Hall/CRC, Feb 2006. ISBN 9781420010404. URL: http://dx.doi.org/10.1201/9781420010404, doi:10.1201/9781420010404.

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