|
|
|
|
|
|
|
An introduction to the applications of objective
analysis methods to geoscience data. |
|
n What can we say based on the data? |
|
n What can we see from the data? |
|
|
|
|
|
|
|
|
Explain Why we need a particular objective
analysis (statistical) method. |
|
What is the mathematical (theoretical)
background behind this objective analysis (statistical) method? |
|
Demonstrate this method with examples. |
|
|
|
|
|
|
Computers |
|
Department Linux Machine: system.ess.uci.edu (Linux) and
esmf.ess.uci.edu (IBM) |
|
|
|
Software Packages |
|
Matlab on system.ess.uci.edu and esmf.ess.uci.edu |
|
|
|
Graph packages |
|
Matlab on department machines |
|
|
|
|
Week 1: Probability and Sampling |
|
Review of Basic Statistics |
|
Theoretical Probability Distributions |
|
Small Sampling Theory |
|
Confidence Level |
|
Hypothesis Testing |
|
Week 2: Regression Analysis |
|
Linear Regression |
|
Scattering |
|
Theory of Correlation |
|
Multiple Regression |
|
Week 3: Time Series Analysis I |
|
Autocorrelation Functions |
|
Harmonic Analysis |
|
Power Spectrum Analysis |
|
Notes