Areal statistics Barry Rowlingson Research Fellow DataCamp - - PowerPoint PPT Presentation

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areal statistics

Areal statistics Barry Rowlingson Research Fellow DataCamp - - PowerPoint PPT Presentation

Feb 23, 2023 309 likes •739 views

DataCamp Spatial Statistics in R SPATIAL STATISTICS IN R Areal statistics Barry Rowlingson Research Fellow DataCamp Spatial Statistics in R Borders DataCamp Spatial Statistics in R US Congressional Borders DataCamp Spatial Statistics in

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DataCamp Spatial Statistics in R

Areal statistics

SPATIAL STATISTICS IN R

Barry Rowlingson

Research Fellow

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DataCamp Spatial Statistics in R

Borders

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DataCamp Spatial Statistics in R

US Congressional Borders

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DataCamp Spatial Statistics in R

Similar Population

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DataCamp Spatial Statistics in R

Similar Area

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DataCamp Spatial Statistics in R

Cartogram

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DataCamp Spatial Statistics in R

Spatially Random

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DataCamp Spatial Statistics in R

Spatial Structure

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DataCamp Spatial Statistics in R

Adjacent

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DataCamp Spatial Statistics in R

Nearest

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DataCamp 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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DataCamp Spatial Statistics in R

Moran I

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DataCamp Spatial Statistics in R

Moran I Test

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DataCamp Spatial Statistics in R

Let's practice!

SPATIAL STATISTICS IN R

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DataCamp Spatial Statistics in R

Spatial health data

SPATIAL STATISTICS IN R

Barry Rowlingson

Spatially Healthy

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DataCamp Spatial Statistics in R

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DataCamp Spatial Statistics in R

Incidence Rate

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DataCamp Spatial Statistics in R

Standardized Morbidity Ratio

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DataCamp Spatial Statistics in R

Overall Rate

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DataCamp Spatial Statistics in R

Expected Cases

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DataCamp Spatial Statistics in R

Standardized Morbidity Ratio

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DataCamp Spatial Statistics in R

SMR Map

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DataCamp Spatial Statistics in R

Exceedence Probability Map

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DataCamp Spatial Statistics in R

Let's practice!

SPATIAL STATISTICS IN R

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DataCamp Spatial Statistics in R

Generalized linear models in space

SPATIAL STATISTICS IN R

Barry Rowlingson

Generally Linear

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DataCamp Spatial Statistics in R

Linear Model

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DataCamp Spatial Statistics in R

Generalized Linear Model

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DataCamp Spatial Statistics in R

Poisson (Count) GLM

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DataCamp Spatial Statistics in R

Parameter Estimation

> summary(fit)

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DataCamp Spatial Statistics in R

Fit

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DataCamp Spatial Statistics in R

Misfit

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DataCamp Spatial Statistics in R

Random Residuals

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DataCamp Spatial Statistics in R

Spatially Structured Residuals

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DataCamp Spatial Statistics in R

Let's practice!

SPATIAL STATISTICS IN R

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DataCamp Spatial Statistics in R

Correlation in spatial GLMs

SPATIAL STATISTICS IN R

Barry Rowlingson

Spatially Correlated

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DataCamp Spatial Statistics in R

Correlated Residuals

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DataCamp Spatial Statistics in R

New Covariates

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DataCamp Spatial Statistics in R

Model for Spatial Correlation

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DataCamp Spatial Statistics in R

Conditional Autocorrelation

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DataCamp Spatial Statistics in R

Bayesian Statistics

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DataCamp Spatial Statistics in R

Bayesian Statistics

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DataCamp Spatial Statistics in R

Let's practice!

SPATIAL STATISTICS IN R