An Introduction to Applied Geostatistics

Author:
Edward H. Isaaks; Isaaks
Format:
Softcover

Now:R1,074.95
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An Introduction to Applied Geostatistics

Short description

This textbook for students of mining geology and engineering, demonstrates how statistical methods can be used to analyze earth science data. The authors explain how various forms of the estimation method called kriging can be employed for specific problems.

Long description

In Applied Geostatistics the authors demonstrate how simple statistical methods can be used to analyse earth science data. In clear language, they explain how various forms of the estimation method called kriging can be employed for specific problems. A case study of a simulated deposit is the focus for the book. This model helps the student develop an understanding of how statistical tools work, serving as a tutorial to guide readers through their first independent geostatistical study.

Product details

Publisher:
USA Oxford University Press
ISBN:
9780195050134
Publication date:
January 1990
Length:
234mm
Width:
157mm
Thickness:
27mm
Weight:
803g
Pages:
592
Illustrations:
Illustrated
Readership:
Tertiary education
Illustrated:
Illustrated

Review


The book is so easy to follow that many readers may not even need formal instruction and may find it suitable for self-tutoring. Those readers already proficient in geostatistics will enjoy reading about the authors' convictions on the subject. Honors for a well-produced book also go to Oxford University Press. I predict the volume will be a standard geostatistical reference for the decade. --Mathematical Geology


An indispensable introductory and self-study book for the novice. --TGSA Today


True to its title, this book describes applied geostatistical methods at an introductory level. It is an easy-to-read book, aimed at undergraduates and practitioners with some knowledge of calculus and elementary statistics. A sample from a single, large geographic data set is used to demonstrate techniques. The exhaustive data set provides true values, permitting comparisons of true and estimated values. . . .This book could be useful to nonstatisticians who are taking a first look at geostatistics. --Journal of American Statistical Association


An introductory level text in geostatistics. Statistical concepts are presented in clear language and supported by numerous examples drawn from a large data set. Although the mathematics involved is at times rigorous, the methods presented can be assimilated by those without strong mathematical backgrounds. Will be of use to professionals working in geology and allied fields, as well as students in those areas. --The New York Public Library--New Technical Books


This book should be on every statistician's bookshelf. --Technometrics


This book is remarkable in the statistical literature and unique in geostatistics in that concepts and models are introduced from the needs of data analysis rather than from axioms or through formal derivations. Though academics will be rewarded with multiple challenges and seed ideas for new research work, the main public for this book will be undergraduates and pr

Table of contents

  • Introduction
  • Univariate description
  • Bivariate description
  • Spatial description
  • The exhaustive dataset
  • The sample data set
  • The sample data set spatial continuity
  • Estimation
  • Random function models,
  • Global estimation
  • Point estimation
  • Ordinary Kriging
  • Block Kriging
  • Search strategy
  • Cross validation
  • Modelling the sample variogram
  • Cokriging
  • Estimating a distribution
  • Change of support
  • Assessing uncertainty
  • Final thoughts, appendices
  • Walker Lake datasets
  • Probabilistic models for continuous random variables

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An Introduction to Applied Geostatistics

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