Table of Contents:
“...Front Cover -- Introduction to Mining Geostatistics: Intuitive Applications With Excel and R -- Copyright Page -- Dedication -- Contents -- About the authors -- Prolegomena -- Acknowledgments -- 1 Introduction to ore reserves estimation -- Synopsis -- Prerequisites --
Learning objectives -- Terminology -- 1.1 A day in a classroom -- 1.2 The problem of estimation -- 1.2.1 Description -- 1.2.2 Deterministic interpolation methods -- 1.3 The big picture, or where we stand in the production chain -- 1.4 Basic concepts -- 1.5 Steps involved in developing the block model -- 1.6 Joint distribution of actual and estimated values -- 1.7 Challenges encountered in developing a numerical model -- 1.8 The evolution of geostatistics -- 1.9 Introduction to the statistical
programming language R -- Exercises -- Exercise 1.1 -- Answer -- Exercise 1.2 -- Answer -- Exercise 1.3 -- Answer -- References -- 2 Essential statistics and exploratory
data analysis -- Synopsis -- Prerequisites --
Learning objectives -- Terminology -- 2.1 Nonparametric statistics of one variable -- 2.2 Joint distribution of two random variables -- 2.3 Vector representation of random variables -- 2.4 Joint distribution of multiple random variables -- 2.5 Linear dependency in the space of random variables -- 2.6 Exploratory
data analysis -- 2.6.1 Assimilation of geological knowledge -- 2.6.2 Spatial distribution of geological information -- 2.6.3 Sample distribution and correlation analysis of a random variable -- 2.7
Data transformations -- 2.7.1 Detrending -- 2.7.2 Normalization -- 2.7.3 Formulation of indicators -- Exercises -- Exercise 2.1 -- Answer -- Exercise 2.2 -- Answer -- Exercise 2.3 -- Answer -- Exercise 2.4 -- Answer -- Exercise 2.5 -- Answer -- Exercise 2.6 -- Answer -- Exercise 2.7 -- Answer -- References -- 3 Introduction to sampling and relevant errors -- Synopsis....
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