ST 810 M course

Spatial Statistics (ST 810), Fall 2000

In this labs you will find all the codes you might need for your spatial analysis. At the beginning of each lab you have a description of the codes included in that lab.

Lab 1: LAB1
Matern fortran code Matern for S+ help file
Soil ph dataset.
Coal Ash dataset (Cressie's book).
data from M. Stein's book
R. Smith's Fortran codes (download: f77 -o mtrend1.e mtrend1.f) manual (work in progress!)
We meet in the SICL computer lab (Harrelson building #G100).
I will show you how to estimate the parameters of the variogram (using Matern models, exponential...) with a Weighted Non-linear least squares approach, Maximum likelihood, and REML. I will use S+ and Fortran codes (next time we will use SAS).
9/7/00
Lab 2: LAB 2 September 28
Estimating the spatial structure:
Empirical tools, WNLS, ML and REML in Splus.
Manual
Lab 3: LAB 3 October 26
Spatial prediction:
Bayesian analysis,Moving neighbourhood kriging, anisotropy. How to create nice maps and images.
lab3.1.ps (posterior)
lab3.2.ps (predictive posterior)
lab3.3.ps (maps and images)

Useful S-plus Links

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