Practical statistics for geographers and earth scientists:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Chichester [u.a.]
Wiley-Blackwell
2011
|
| Edition: | 1. publ. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XXIII, 416 S. Ill., graph. Darst., Kt. |
| ISBN: | 9780470849149 0470849150 9780470849156 |
Staff View
MARC
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| 245 | 1 | 0 | |a Practical statistics for geographers and earth scientists |c Nigel Walford |
| 250 | |a 1. publ. | ||
| 264 | 1 | |a Chichester [u.a.] |b Wiley-Blackwell |c 2011 | |
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Record in the Search Index
| _version_ | 1804142744812126208 |
|---|---|
| adam_text | Contents
Preface
xi
Acknowledgements
xiii
Glossary
xv
Section
1
First principles
1
1
Whafs in a number?
3
Learning outcomes
1.1
Introduction to quantitative analysis
4
1.2
Nature of numerical data
9
1.3
Simplifying mathematical notation
14
1.4
Introduction to case studies and structure of the book
19
2
Geographical data: quantity and content
21
Learning outcomes
2.1
Geographical data
21
2.2
Populations and samples
22
2.3
Specifying attributes and variables
43
3
Geographical data: collection and acquisition
57
Learning outcomes
3.1
Originating data
58
3.2
Collection methods
59
3.3
Locating phenomena in geographical space
87
Vili
CONTENTS
4
Statistical measures (or quantities)
93
Learning outcomes
4.1
Descriptive statistics
93
4.2
Spatial descriptive statistics
96
4.3
Central tendency
100
4.4
Dispersion
118
4.5
Measures of skewness and kurtosis for nonspatial data
124
4.6
Closing comments
129
5
Frequency distributions, probability and hypotheses
131
Learning outcomes
5.1
Frequency distributions
132
5.2
Bivariate and multivariate frequency distributions
137
5.3
Estimation of statistics from frequency distributions
145
5.4
Probability
149
5.5
Inference and hypotheses
165
5.6
Connecting summary measures, frequency distributions
and probability
169
Section
2
Testing times
173
6
Parametric tests
175
Learning outcomes
6.1
Introduction to parametric tests
176
6.2
One variable and one sample
177
6.3
Two samples and one variable
201
6.4
Three or more samples and one variable
210
6.5
Confidence intervals
216
6.6
Closing comments
219
7
Nonparametric tests
221
Learning outcomes
7.1
Introduction to nonparametric tests
222
7.2
One variable and one sample
223
7.3
Two samples and one (or more) variable(s)
245
7.4
Multiple samples and/or multiple variables
256
7.5
Closing comments
264
CONTENTS
ІХ
Section
3
Forming relationships
265
8
Correlation
267
Learning outcomes
8.1
Nature of relationships between variables
268
8.2
Correlation techniques
275
8.3
Concluding remarks
298
9
Regression
299
Learning outcomes
9.1
Specification of linear relationships
300
9.2
Bivariate regression
302
9.3
Concluding remarks
336
10
Correlation and regression of spatial data
341
Learning outcomes
10.1
Issues with correlation and regression of
spatial data
342
10.2
Spatial and temporal autocorrelation
345
10.3
Trend surface analysis
378
10.4
Concluding remarks
394
References
397
Further Reading
399
Index
403
Plate section: Statistical Analysis Planner and Checklist falls
between pages
172
and
173
|
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| discipline | Geologie / Paläontologie Geographie |
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| illustrated | Illustrated |
| indexdate | 2024-07-09T22:36:38Z |
| institution | BVB |
| isbn | 9780470849149 0470849150 9780470849156 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-020166573 |
| oclc_num | 731677862 |
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| physical | XXIII, 416 S. Ill., graph. Darst., Kt. |
| publishDate | 2011 |
| publishDateSearch | 2011 |
| publishDateSort | 2011 |
| publisher | Wiley-Blackwell |
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| spelling | Walford, Nigel Verfasser aut Practical statistics for geographers and earth scientists Nigel Walford 1. publ. Chichester [u.a.] Wiley-Blackwell 2011 XXIII, 416 S. Ill., graph. Darst., Kt. txt rdacontent n rdamedia nc rdacarrier Geostatistik (DE-588)4020279-3 gnd rswk-swf Geostatistik (DE-588)4020279-3 s DE-604 Digitalisierung UB Bayreuth application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020166573&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Walford, Nigel Practical statistics for geographers and earth scientists Geostatistik (DE-588)4020279-3 gnd |
| subject_GND | (DE-588)4020279-3 |
| title | Practical statistics for geographers and earth scientists |
| title_auth | Practical statistics for geographers and earth scientists |
| title_exact_search | Practical statistics for geographers and earth scientists |
| title_full | Practical statistics for geographers and earth scientists Nigel Walford |
| title_fullStr | Practical statistics for geographers and earth scientists Nigel Walford |
| title_full_unstemmed | Practical statistics for geographers and earth scientists Nigel Walford |
| title_short | Practical statistics for geographers and earth scientists |
| title_sort | practical statistics for geographers and earth scientists |
| topic | Geostatistik (DE-588)4020279-3 gnd |
| topic_facet | Geostatistik |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020166573&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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