Copies of powerpoint slides or graphs shown in class
10 Jan:
Dr. Caragea's examples
12 Jan:
Simple random sampling figure
12 Jan:
Systematic sampling figure
1 Feb:
Map of US UTM zones
24 Jan:
Great Circle picture
24 Jan:
Weights for GLS estimation of mean
24 Jan:
Weights for ordinary kriging estimation
31 Jan:
Squared diff and Covariance clouds
31 Jan:
Choice of bin
31 Jan:
Matheron and Cressie-Hawkins estimators
7 Feb:
Semivariogram models
7 Feb:
More semivariogram models
7 Feb:
Predictions vs residuals, Swiss rainfall
7 Feb:
Spatial pattern of residuals, Swiss rainfall
7 Feb:
Variogram map, isotropic data
7 Feb:
Variogram map, Swiss rain
14 Feb:
jurapts.pdf
Plot for question 1d on HW 2.
14 Feb:
pickplot.pdf
Plot for question 1d on HW 2.
21 Feb: Lots of pictures today!
Species diversity
in a patch of Colorado alpine tundra
Infant mortality
in districts of Auckland, NZ\
Incidence of flu, winter 2010-11
per township (36 square miles) in Central IA. Made up data.
Randomization distribution of Moran's I
for species diversity
Local Moran's I
Species diversity data
Diversity data
side by side plots of data and LISA
Local Moran's I
showing Zi > 2 or not
28 Feb: even more pictures today.
Consequences of the SAR model, rho = 0.9
Variance of Y
Correlation between [1,1] and all other regions
Correlation between [4,4] and all other regions
Consequences of the SAR model, rho = 0.5
Variance of Y
Correlation between [1,1] and all other regions
Correlation between [4,4] and all other regions
Profile lnL plot for rho
Spatial plot of fitted values from SAR model
Consequences of the CAR model, lambda = 0.28
Variance of Y
Correlation between [1,1] and all other regions
Correlation between [4,4] and all other regions
Spatial plot of fitted values from CAR model
Comparison of SAR and CAR predictions
6 Mar: Examples of spatial point patterns
cypress.pdf
Locations of cypress trees in a SC swamp
Cypress.jpg
Dr. Becky Sharitz measuring diameter of a bald cypress tree
swamp.jpg
Typical part of Savannah River swamp, SC. Trees are mostly water tupelo.
amacrine.pdf
Locations of centers of amacrine cells in a rabbit retina that fire when light turns on.
CSRlocs.pdf
Locations of 43 events simulated from a CSR process
NSlocs.pdf
Locations of 43 events simulated from a Neyman-Scott cluster process
CSRhist.pdf
Histogram of # events in a 0.2 x 0.2 cell, CSR process
NShist.pdf
Histogram of # events in a 0.2 x 0.2 cell, Neyman-Scott cluster process
NN distribution functions, G(x)
for all trees and for cypress trees
point-event distribution functions, F(x)
for all trees and for cypress trees
20 Mar: Point Process models beyond Homog. Poisson process
MatClust.pdf
Matern Cluster process, 2 realizations
Strauss.pdf
Strauss process, 2 realizations
MCfit.pdf
Fitted Matern Cluster process
StraussFit.pdf
Fitten Strauss process
20 Mar: Estimating intensity
CypressDensity.pdf
Estimated intensity of cypress trees
CypDens1.5.pdf
Choice of bandwidth: 1.5
CypDens15.pdf
Choice of bandwidth: 15
10 Apr: Spatial analysis of a designed experiment
allianceresid.pdf
Residuals for Alliance wheat study
allianceRep.pdf
Blocks for Alliance wheat study
allianceAveN.pdf
Residuals vs ave. neighbor residuals
allianceExp.pdf
SVgram for residuals in Alliance wheat study
alliancesv2.pdf
Residuals from linear trend model
17 Apr: Space Time data and Simulation
Time sequence of spatial diffusion process
Space-Time semivariogram
Spatial and Temporal semivariograms
Four unconditional simulations
Four conditional simulations