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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).. Data Posting.. Contour Map.

ure 1.2). In estimation, a single, statistically \best" estimate (map) of the spatial occurrence is produced. The estimation is based on both the sample data and on a model (variogram) determined as most accurately representing the spatial correlation of the sample data. This single estimate or map is usu-ally produced by the kriging technique.

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