References
- Choi, J., Lawson, A. B., Cai, B., Hossain, M. M., Kirby, R. S. & Liu, J. (2012) A Bayesian latent model with spatio-temporally varying coefficients in low birth weight incidence data, Statistical Methods in Medical Research, 21, 445–456.10.1177/0962280212446318]
- Demšar, U., Harris, P., Brunsdon, C., Fotheringham, A. S. & McLoone, S. (2013) Principal component analysis on spatial data: an overview, Annals of the Association of American Geographers, 103, 106–128.
- Fotheringham, A. S., Brunsdon, C. & Charlton, M. (2002) Geographically Weighted Regression: The Analysis of Spatially Varying Relationships. Chichester, Wiley.
- Gelman, A. & Hill, J. (2006) Data Analysis Using Regression and Multilevel/Hierarchical Models. Cambridge, Cambridge University Press.
- Härdle, W. K. & Simar, L. (2012) Applied Multivariate Statistical Analysis (3rd ed.). Berlin, Springer.
- Hogan, J. W. & Tchernis, R. (2004) Bayesian factor analysis for spatially correlated data, with application to summarizing area-level material deprivation from census data, Journal of the American Statistical Association, 99, 314–324. 10.1198/016214504000000296
- Hotelling, H. (1933) Analysis of a complex of statistical variables into principal components, Journal of Educational Psychology, 24, 417–441.10.1037/h0071325]
- Jolliffe, I. T. (2002) Principal Component Analysis. New York, Springer.
- Jombart, T., Devillard, S., Dufour, A.-B. & Pontier, D. (2008) Revealing cryptic spatial patterns in genetic variability by a new multivariate method, Heredity, 101, 92–103.10.1038/hdy.2008.34]
- Karhunen, K. (1947) Über lineare Methoden in der Wahrscheinlichkeitsrechnung [On linear methods in probability and statistics]. Helsinki, Suomalainen Tiedeakatemia
- Kroonenberg, P. M. & de Leeuw, J. (1980) Principal component analysis of three-mode data by means of alternating least squares algorithms, Psychometrika, 45, 69–97.10.1007/BF02293599]
- Lawson, A. B., Song, H.-R., Cai, B., Hossain, M. M. & Huang, K. (2008) Space-time latent component modeling of geo-referenced health data, Statistics in Medicine, 29, 2012–2027.10.1002/sim.3917]
- Loève, M. (1948) Fonctions Aléatoires de second order, in: P. Lévy (ed), Processus Stochastique et Movement Brownien, Paris, Hermann.
- Lorenz, E. (1956) Empirical orthogonal functions and statistical weather prediction. Statistical Forecasting Project, Scientific Report 1.
- McCall, P. L., Land, K. C. & Parker, K. F. (2010) An empirical assessment of what we know about structural covariates of homicide rates: a return to a classic 20 years later, Homicide Studies, 14, 219–243.
- Messner, S. F., Teske, R. H. C., Baller, R. D. & Thome, H. (2013) Structural covariates of violent crime rates in Germany: exploratory spatial analyses of Kreise, Justice Quarterly, 30, 1015–1041.10.1080/07418825.2011.645862]
- Moran, P. A. P. (1950) Notes on continuous stochastic phenomena, Biometrika, 37, 17–23.10.1093/biomet/37.1-2.17]
- Pearson, K. (1901) On lines and planes of closest fit to systems of points in space, Philosophical Magazine, Series 6, 2, 559–572.
- Richman, M. B. (1986) Rotation of principal components, Journal of Climatology, 6, 293–335.10.1002/joc.3370060305]
- Spearman, C. (1904) “General Intelligence,” objectively determined and measured, The American Journal of Psychology, 15, 201–293.10.2307/1412107]
- Thioulouse, J., Chessel, D. & Champely, S. (1995) Multivariate analysis of spatial patterns: a unified approach to local and global structures, Environmental and Ecological Statistics, 2, 1–14.10.1007/BF00452928
- Thome, H. & Stahlschmidt, S. (2013) Ost und West, Nord und Süd: Zur räumlichen Verteilung und theoretischen Erklärung der Gewaltkriminalität in Deutschland, Berliner Journal für Soziologie, 23, 441–470.
- Tzala, E. & Best, N. (2007) Bayesian latent variable modelling of multivariate spatio-temporal variation in cancer mortality, Statistical Methods in Medical Research, 17, 97–118.
- Wartenberg, D. (1985) Multivariate spatial correlation: a method for exploratory geographical analysis, Geographical Analysis, 17, 263–283.10.1111/j.1538-4632.1985.tb00849.x]