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Introduction to Geostatistics | Course Notes

Introduction to Geostatistics Course NotesYe ZhangDept. of Geology & GeophysicsUniversity of WyomingDraft date January 12, Overview..iv1 Why Geostatistics ?.. Geostatistical Prediction.. Geostatistics versus Simple Interpolation.. Limitations.. This Class.. References.. Outline.. Homework, Grades, Tools.. Suggested Reading..122 Probability Theory Nomenclature and Notation.. Univariate Analysis.. Introduction .. Formal Definitions.. Random Variable Arithmetic.. Bivariate Analysis.. Introduction .. Bivariate Random Variables.. Bivariate Arithmetics.. Multivariate Analysis.. Linear Combination of Many .. Multivariate Arithmetics.. Gaussian Distribution.. Central Limit Theorem.. Chapter Project.. Suggested Reading..31iiiCONTENTS3 Spatial Conventional Analysis (Nongeostatistical).

Flow Predictions Using Realizations of a Geostatistical Simulation Realization 1 Realization 2 Realization n water oil water oil water oil Performance Evaluation & Uncertainty Analysis Time Cumulative Oil Produced Mean Figure 1.3: Flow predictions based on the realizations generated in a geostatis-tical simulation, e.g., Figure 1.2.

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