A Casebook for Spatial Statistical Data Analysis: A Compilation of Analyses of Different Thematic Data SetsOxford University Press, 1999 - 506 страница This volume compiles geostatistical and spatial autoregressive data analyses involving georeferenced socioeconomic, natural resources, agricultural, pollution, and epidemiological variables. Benchmark analyses are followed by analyses of readily available data sets, emphasizing parallels between geostatistical and spatial autoregressive findings. Both SAS and SPSS code are presented for implementation purposes. This informative casebook will serve geographers, regional scientists, applied spatial statisticians, and spatial scientists from across disciplines. |
Садржај
GEOREFERENCED DATA SET CASE STUDIES | 205 |
VISUALIZING WHAT IS NOT OBSERVED | 427 |
Epilogue | 484 |
References | 488 |
| 503 | |
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Чести термини и фразе
agricultural ANCOVA anisotropic areal units attribute values Bartlett c(cell C₁ coefficient compute correlation covariance Cressie Cressie's data analysis data set data values density dist distance classes distance pairs DMLK eigenvalues eigenvectors EMAP frequency distribution gamma values geographic distribution geographic landscape georeferenced data geostatistical Griffith h mean indicator variable kriging latent Levene linear locations macro variable map pattern matrix maximum rescaled distance MC scatterplot mean clustered distance mean response missing value model curves superimposed model specification normal distribution normal frequency distribution OLS regression OLS residuals outlier parameter estimates plot of OLS positive spatial autocorrelation power transformation prediction prediction intervals Puerto Rico raw data region RSSE values sample SAR model scatter of points scatterplot selected semivariogram model semivariance semivariogram model semivariogram model curves semivariogram plot Figure spatial auto spatial autoregressive model spatial dependency spatial statistical standard error surface partitioning Thiessen polygon variance-to-mean ratio variogram z-scores