| Day 1 -Review of Fundamentals |
Time, hrs. |
| Introductions |
1/2 |
| The need for statistics (Chap 1) |
1/2 |
| Review of probability (Chap. 2) |
1 |
| Applications of probability (Chap. 3) |
1/2 |
| Exerc ise: Bayes Theorem for Facies Identification |
1 |
| Distribution functions (Chap. 4) |
1/2 |
| Exercise: Properties of Lognormal Distributions |
1 |
| Petrophysical properties from statistics |
1 |
| Mixed distributions (Chap. 4) |
1/2 |
| Exercise: Partitioning Populations |
1 |
| Day 2 - Elements of Sampling |
|
| Review of previous day |
1/2 |
| Estimators and their assessment (Chap. 5) |
1/2 |
| Exercise: Properties of Samples |
1 |
| Heterogeneity measures (Chap 6) |
1/2 |
| Bivariate analysis (Chap. 8) |
1/2 |
| Exercise: Generating Bivariate Distribtions |
1 |
| Covariance and related measures (Chap. 8) |
1 |
| Regression (Chaps 9-10) |
1/2 |
| Exercise: The Bias in Permeability-Porosity Plots |
1 |
| Day 3 - Statistical Applications |
|
| Review of previous day |
1/2 |
| Analysis of Spatial Relations (Chap. 11) |
1 |
| Exercise: Calculating Autocorrelation Measures |
1 |
| Modeling Geologic Media (Chap. 12) |
1 |
| Exercise: Using the Kriging Interpolator |
1 |
| Conditional simulation techniques (Chap. 12) |
1 |
| Use of Statistics in Reservoir Modeling (Chap. 13) |
1 |
| Course summary |
1 |
