Areal statistics

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Spatial Statistics in R

SPATIAL STATISTICS IN R

Areal statistics Barry Rowlingson Research Fellow

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Borders

Spatial Statistics in R

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US Congressional Borders

Spatial Statistics in R

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Similar Population

Spatial Statistics in R

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Similar Area

Spatial Statistics in R

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Cartogram

Spatial Statistics in R

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Spatially Random

Spatial Statistics in R

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Spatial Structure

Spatial Statistics in R

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Adjacent

Spatial Statistics in R

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Nearest

Spatial Statistics in R

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Spatial Statistics in R

Adjacency Representations [[1]] [1] 6 16 21 [[2]] [1] 7 10 18 31 32 [[3]] [1] 4 8 9 12 22 [[4]] [1] 3 9 12 26 [[5]] [1] 10 28 31 [[6]] [1] 1 16 32 ...

[,1] [,2] [,3] [,4] [,5] [,6] 0 0 0 0 0 0 1 1 0 0 0 0 0 0 2 0 0 0 1 0 0 3 0 0 1 0 0 0

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Moran I

Spatial Statistics in R

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Moran I Test

Spatial Statistics in R

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Spatial Statistics in R

SPATIAL STATISTICS IN R

Let's practice!

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Spatial Statistics in R

SPATIAL STATISTICS IN R

Spatial health data Barry Rowlingson Spatially Healthy

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Spatial Statistics in R

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Incidence Rate

Spatial Statistics in R

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Standardized Morbidity Ratio

Spatial Statistics in R

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Overall Rate

Spatial Statistics in R

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Expected Cases

Spatial Statistics in R

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Standardized Morbidity Ratio

Spatial Statistics in R

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SMR Map

Spatial Statistics in R

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Exceedence Probability Map

Spatial Statistics in R

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Spatial Statistics in R

SPATIAL STATISTICS IN R

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Spatial Statistics in R

SPATIAL STATISTICS IN R

Generalized linear models in space Barry Rowlingson Generally Linear

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Linear Model

Spatial Statistics in R

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Generalized Linear Model

Spatial Statistics in R

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Poisson (Count) GLM

Spatial Statistics in R

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Parameter Estimation > summary(fit)

Spatial Statistics in R

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Fit

Spatial Statistics in R

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Misfit

Spatial Statistics in R

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Random Residuals

Spatial Statistics in R

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Spatially Structured Residuals

Spatial Statistics in R

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Spatial Statistics in R

SPATIAL STATISTICS IN R

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Spatial Statistics in R

SPATIAL STATISTICS IN R

Correlation in spatial GLMs Barry Rowlingson Spatially Correlated

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Correlated Residuals

Spatial Statistics in R

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New Covariates

Spatial Statistics in R

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Model for Spatial Correlation

Spatial Statistics in R

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Conditional Autocorrelation

Spatial Statistics in R

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Bayesian Statistics

Spatial Statistics in R

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Bayesian Statistics

Spatial Statistics in R

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Spatial Statistics in R

SPATIAL STATISTICS IN R

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