Statistics and data analysis in geology:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York [u.a.]
Wiley
1986
|
| Edition: | 2. ed. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | X, 646 S. graph. Darst., Kt. 1 Diskette 5 1/4" |
| ISBN: | 0471080799 |
Staff View
MARC
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| 245 | 1 | 0 | |a Statistics and data analysis in geology |c John C. Davis |
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| 264 | 1 | |a New York [u.a.] |b Wiley |c 1986 | |
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Record in the Search Index
| _version_ | 1804115643134377984 |
|---|---|
| adam_text | Contents
Page
Chapter 1 Introduction i
About This Book 3
Geostatistics 5
Measurement Systems 7
A False Feeling of Security 8
Selected Readings g
Chapter 2 Elementary Statistics 10
Probability 10
Statistics 28
Joint Variation of Two Variables 34
Induced Correlations 41
Testing Normal Populations 46
Central Limits Theorem 50
Significance 57
The f Test 59
Degrees of Freedom 60
Test of Correlation 66
The F Test 67
Analysis of Variance 74
Two-Way Analysis of Variance 78
The x2 Test 80
The Lognormal Distribution and Other Transformations 87
Other Transformations 92
Nonparametric Methods 92
Mann-Whitney Test 93
Kruskal-Wallis Test 97
Nonparametric Correlation 97
Kolmogorov-Smirnov Tests 99
Selected Readings 103
VII
viii Contents
Chapter 3 Matrix Algebra
The Matrix
Elementary Matrix Operations
Matrix Multiplication
Convolution
Matrix Inversion and Simultaneous Equations
Transposition
Determinants
Eigenvalues and Eigenvectors
Selected Readings
107
107
109
111
114
117
121
122
126
139
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
141
141
146
150
157
162
170
176
186
196
200
204
211
211
214
217
225
233
234
239
246
248
255
258
263
268
272
276
281
Contents ix
Chapter 5 Map Analysis 287
Geologic Maps—Conventional and Otherwise 287
Systematic Patterns of Search 289
Distribution of Points 295
Uniform Patterns 297
Random Patterns 299
Clustered Patterns 305
Nearest-Neighbor Analysis 308
Distribution of Lines 312
Analysis of Directional Data 314
Testing Hypotheses about Circular Directional Data 321
Test for Randomness 321
Testing for a Specified Trend 325
Test of Goodness-of-Fit 326
Testing the Equality of Two Sets of Directional Vectors 326
Spherical Distributions 330
Matrix Representation of Vectors 334
Displaying Spherical Data 339
Testing Hypotheses about Spherical Directional Data 341
A Test of Randomness 341
Shape 342
Fourier Measurements of Shape 343
Computer Contouring 353
Contouring by Triangulation 356
Contouring by Gridding 365
Moving Averages 377
Moving Weighted Averages of Block Means 380
Kriging 383
Punctual Kriging 383
Universal Kriging 393
Calculating the Drift 398
An Example 403
Trend Surfaces 405
Statistical Tests of Trends 419
Two Trend-Surface Models 425
Pitfalls 427
Four-Dimensional Trend Surfaces 430
Double Fourier Series 435
Comparing Maps 447
Overall Similarity 448
Similarity Maps 449
Comparing Map Coefficients 459
Selected Readings 461
Contents
Charter 6 Analysis of Multivariate Data
468
Multiple Regression 469
Discriminant Functions 478
Tests of Significance 485
Multivariate Extensions of Elementary Statistics 491
Equality of Two Vector Means 495
Equality of Variance-Covariance Matrices 497
Cluster Analysis 502
Introduction to Eigenvector Methods, Including Factor 515
Analysis
Eckart-Young Theorem 517
Principal Components Analysis 527
R-Mode Factor Analysis 546
Factor Rotation 555
Maximum Likelihood Factors 561
O-Mode Factor Analysis 563
Principal Coordinates Analysis 574
Correspondence Analysis 579
Application to Continuous Variables 589
Simultaneous R- and O-Mode Factor Analysis 594
Multigroup Discriminant Functions 602
Canonical Correlation 607
Selected Readings 615
Appendix: How to Run the STAT Program 621
Index 637
|
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| dewey-ones | 550 - Earth sciences |
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| dewey-search | 550/.72 |
| dewey-sort | 3550 272 |
| dewey-tens | 550 - Earth sciences |
| discipline | Geologie / Paläontologie Geographie |
| edition | 2. ed. |
| format | Book |
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| id | DE-604.BV001252236 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T15:25:52Z |
| institution | BVB |
| isbn | 0471080799 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-000752665 |
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| physical | X, 646 S. graph. Darst., Kt. 1 Diskette 5 1/4" |
| publishDate | 1986 |
| publishDateSearch | 1986 |
| publishDateSort | 1986 |
| publisher | Wiley |
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| spelling | Davis, John C. 1938- Verfasser (DE-588)172038359 aut Statistics and data analysis in geology John C. Davis 2. ed. New York [u.a.] Wiley 1986 X, 646 S. graph. Darst., Kt. 1 Diskette 5 1/4" txt rdacontent n rdamedia nc rdacarrier Data-analyse gtt Geologie gtt Géologie - Informatique Géologie - Méthodes statistiques Statistische methoden gtt Datenverarbeitung Geologie Geology Data processing Geology Statistical methods Datenauswertung (DE-588)4131193-0 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Geologie (DE-588)4020227-6 gnd rswk-swf Geologie (DE-588)4020227-6 s Statistik (DE-588)4056995-0 s Datenauswertung (DE-588)4131193-0 s 1\p DE-604 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=000752665&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Davis, John C. 1938- Statistics and data analysis in geology Data-analyse gtt Geologie gtt Géologie - Informatique Géologie - Méthodes statistiques Statistische methoden gtt Datenverarbeitung Geologie Geology Data processing Geology Statistical methods Datenauswertung (DE-588)4131193-0 gnd Statistik (DE-588)4056995-0 gnd Geologie (DE-588)4020227-6 gnd |
| subject_GND | (DE-588)4131193-0 (DE-588)4056995-0 (DE-588)4020227-6 |
| title | Statistics and data analysis in geology |
| title_auth | Statistics and data analysis in geology |
| title_exact_search | Statistics and data analysis in geology |
| title_full | Statistics and data analysis in geology John C. Davis |
| title_fullStr | Statistics and data analysis in geology John C. Davis |
| title_full_unstemmed | Statistics and data analysis in geology John C. Davis |
| title_short | Statistics and data analysis in geology |
| title_sort | statistics and data analysis in geology |
| topic | Data-analyse gtt Geologie gtt Géologie - Informatique Géologie - Méthodes statistiques Statistische methoden gtt Datenverarbeitung Geologie Geology Data processing Geology Statistical methods Datenauswertung (DE-588)4131193-0 gnd Statistik (DE-588)4056995-0 gnd Geologie (DE-588)4020227-6 gnd |
| topic_facet | Data-analyse Geologie Géologie - Informatique Géologie - Méthodes statistiques Statistische methoden Datenverarbeitung Geology Data processing Geology Statistical methods Datenauswertung Statistik |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=000752665&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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