Call number:
G 9124
;
AWI G6-94-0196
;
PIK N 400-95-0394
Type of Medium:
Monograph available for loan
Pages:
XIII, 550 Seiten
,
Illustrationen
,
1 Diskette
Edition:
Second edition
ISBN:
0471080799
,
0-471-08079-9
URL:
http://bvbr.bib-bvb.de:8991/exlibris/aleph/a23_1/apache_media/N9X6I4V6Y6P4G3KGUA3T5QKLLLFKU8.pdf
Language:
English
Note:
Contents
Page
Chapter 1 Introduction
About This Book
Geostatistics
Measurement Systems
A False Feeling of Security
Selected Readings
Chapter 2 Elementary Statistics
Probability
Statistics
Joint Variation of Two Variables
Induced Correlations
Testing Normal Populations
Central Limits Theorem
Significance
The f Test
Degrees of Freedom
Test of Correlation
The F Test
Analysis of Variance
Two-Way Analysis of Variance
The x2 Test
The Lognormal Distribution and Other Transformations
Other Transformations
Nonparametric Methods
Mann-Whitney Test
Kruskal-Wallis Test
Nonparametric Correlation
Kolmogorov-Smirnov Tests
Selected Readings
Chapter 3 Matrix Algebra
The Matrix
Elementary Matrix Operations
Matrix Multiplication
Convolution
Matrix Inversion and Simultaneous Equations
Transposition
Determinants
Eigenvalues and Eigenvectors
Selected Readings
Chapter 4 Analysis of Sequences of Data
Geologic Measurements in Sequences
Interpolation Procedures
Markov Chains
Embedded Markov Chains
Series of Events
Runs Tests
Least-Squares Methods and Regression Analysis
Curvilinear Regression
Orthogonal Polynomial Regression
Reduced Major Axis
Splines
Segmenting Sequences
Zonation
Seriation
Autocorrelation
Cross-Correlation
Cross-Correlation and Geologic Correlation
Cross-Association
Semivariograms
Modelling the Semivariogram
Spectral Analysis
Harmonic Analysis
The Continuous Spectrum
Filters
Smoothing and Time-Trend Analysis
Derivatives
Substitutability Analysis
Selected Readings
Chapter 5 Map Analysis
Geologic Maps - Conventional and Otherwise
Systematic Patterns of Search
Distribution of Points
Uniform Patterns
Random Patterns
Clustered Patterns
Nearest-Neighbor Analysis
Distribution of Lines
Analysis of Directional Data
Testing Hypotheses about Circular Directional Data
Test for Randomness
Testing for a Specified Trend
Test of Goodness-of-Fit 326
Testing the Equality of Two Sets of Directional Vectors
Spherical Distributions
Matrix Representation of Vectors
Displaying Spherical Data
Testing Hypotheses about Spherical Directional Data
A Test of Randomness
Shape
Fourier Measurements of Shape
Computer Contouring
Contouring by Triangulation
Contouring by Gridding
Moving Averages
Moving Weighted Averages of Block Means
Kriging
Punctual Kriging
Universal Kriging
Calculating the Drift
An Example
Trend Surfaces
Statistical Tests of Trends
Two Trend-Surface Models
Pitfalls
Four-Dimensional Trend Surfaces
Double Fourier Series
Comparing Maps
Overall Similarity
Similarity Maps
Comparing Map Coefficients
Selected Readings
Contents
Chapter 6 Analysis of Multivariate Data
Multiple Regression
Discriminant Functions
Tests of Significance
Multivariate Extensions of Elementary Statistics
Equality of Two Vector Means
Equality of Variance-Covariance Matrices
Cluster Analysis
Introduction to Eigenvector Methods, Including Factor
Analysis
Eckart-Young Theorem
Principal Components Analysis
R-Mode Factor Analysis
Factor Rotation
Maximum Likelihood Factors
O-Mode Factor Analysis
Principal Coordinates Analysis
Correspondence Analysis
Application to Continuous Variables
Simultaneous R- and O-Mode Factor Analysis
Multigroup Discriminant Functions
Canonical Correlation
Selected Readings
Appendix: How to Run the STAT Program
Index
Location:
Upper compact magazine
Location:
AWI Reading room
Location:
A 18 - must be ordered
Branch Library:
GFZ Library
Branch Library:
AWI Library
Branch Library:
PIK Library
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