Multidimensional scaling:
"Multidimensional Scaling, Second Edition extends the popular first edition, bringing it up to date with current material and references. It concisely but comprehensively covers the area, including chapters on classical scaling, nonmetric scaling, Procrustes analysis, biplots, unfolding, corres...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Boca Raton [u.a.]
Chapman & Hall/CRC
2001
|
| Edition: | 2. ed. |
| Series: | Monographs on statistics and applied probability
88 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis Klappentext |
| Summary: | "Multidimensional Scaling, Second Edition extends the popular first edition, bringing it up to date with current material and references. It concisely but comprehensively covers the area, including chapters on classical scaling, nonmetric scaling, Procrustes analysis, biplots, unfolding, correspondence analysis, individual differences models, and other m-mode, n-way models. The authors summarise the mathematical ideas behind the various techniques and illustrate the techniques with real-life examples."--BOOK JACKET. |
| Physical Description: | XI, 308 S. graph. Darst. CD-ROM (12 cm) |
| ISBN: | 1584880945 |
Staff View
MARC
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| 490 | 1 | |a Monographs on statistics and applied probability |v 88 | |
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Record in the Search Index
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|---|---|
| adam_text | Contents
Preface xiii
1
1.1
1.2
1.2.1
1.2.2
1.3
1.3.1
for mixed data
1.3.2
1.3.3
1.3.4
to dissimilarities
1.3.5
1.3.6
1.3.7
1.4
1.4.1
1.4.2
1.4.3
2
2.1
2.2
2.2.1
2.2.2
2.2.3
2.2.4
2.2.5
2.2.6
2.2.7
4
2.2.8
45
2.3
Robustness
49
2.4
Metric least squares scaling
49
2.5
Critchley s intermediate method
52
2.6
Unidimensional
53
2.6.1
55
2.7
Grouped dissimilarities
57
2.8
Inverse scaling
58
Nonmetric
61
3.1
Introduction
61
3.1.1
63
3.2
Kruskal s approach
64
3.2.1
3.2.2
68
3.2.3
69
3.2.4
71
3.2.5
missing data
73
3.3
The Guttman approach
75
3.4
A further look at stress
76
3.4.1
79
3.5
How many dimensions?
88
3.6
Starting configurations
89
3.7
Interesting axes in the configuration
90
Further aspects of multidimensional scaling
93
4.1
Other formulations of MDS
93
4.2
MDS Diagnostics
94
4.3
Robust MDS
96
4.4
Interactive MDS
98
4.5
Dynamic MDS
99
4.6
Constrained MDS
103
4.6.1
105
4.7
Statistical inference for MDS
107
4.8
Asymmetric dissimilarities
116
Procrustes analysis
123
5.1
Introduction
123
5.2
Procrustes analysis
124
5.2.1
127
5.2.2
5.3
Historic maps
5.4
Some generalizations
5.4.1
5.4.2
5.4.3
5.4.4
5.4.5
6
6.1
Introduction
6.2
Monkeys
6.3
Whisky
6.4
Aeroplanes
6.5
Yoghurts
6.6
Bees
129
130
132
132
135
137
138
139
141
141
141
143
146
148
149
7
7.1
7.2
7.2.1
7.2.2
7.3
7.4
8
8.1
8.2
8.3
8.4
8.4.1
9
9.1
9.2
9.2.1
in a contingency table
9.3
9.3.1
9.3.2
9.4
9.4.1
9.4.2
9.4.3
9.4.4
9.4.5
9.5
9.5.1
10
10.1
10.2
10.3
10.3.1
10.3.2
10.3.3
10.4
10.5
11
11.1
11.1.1
11.1.2
11.2
11.2.1
11.2.2
nonmetric MDS
11.2.3
11.3
11.3.1
12
12.1
12.2
12.3
12.3.1
12.4
12.5
12.6
Appendix: Computer
multidimensional scaling
A.I Computer programs
A.2 The accompanying CD-ROM
A.2.1 Installation instructions
A.2.2 Data and output
A.2.3 To run the menu
A.2.4 Program descriptions
A.3 The data provided
A.4 To manipulate and analyse data
A.5 Inputting user data
A.5.1 Data format
A.6 Error messages
References
Author index
Subject index
Multidimensional scaling covers a variety of statistical techniques encompassed
in the area of multivariate data analysis. Geared toward dimensional reduction
and graphical representation of data, it arose and grew within the field of the
behavioural sciences, but now covers techniques widely used in many disciplines.
Multidimensional Scaling, Second Edition extends the popular first
edition, bringing it up to date with current material and references. It concisely
but comprehensively covers the area, including chapters on classical scaling,
nonmetric scaling, Procrustes analysis, biplots, unfolding, correspondence
analysis, individual differences models, and other ra-mode, re-way models. The
authors summarise the mathematical ideas behind the various techniques
and illustrate the techniques with real-life examples.
Â
readers the opportunity to gain practical, hands-on experience with some of
the methods described and reinforces
the models.
|
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| discipline | Mathematik Wirtschaftswissenschaften |
| edition | 2. ed. |
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| indexdate | 2024-07-09T18:52:46Z |
| institution | BVB |
| isbn | 1584880945 |
| language | English |
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| physical | XI, 308 S. graph. Darst. CD-ROM (12 cm) |
| publishDate | 2001 |
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| series | Monographs on statistics and applied probability |
| series2 | Monographs on statistics and applied probability |
| spelling | Cox, Trevor F. Verfasser aut Multidimensional scaling Trevor F. Cox and Michael A. A. Cox 2. ed. Boca Raton [u.a.] Chapman & Hall/CRC 2001 XI, 308 S. graph. Darst. CD-ROM (12 cm) txt rdacontent n rdamedia nc rdacarrier Monographs on statistics and applied probability 88 "Multidimensional Scaling, Second Edition extends the popular first edition, bringing it up to date with current material and references. It concisely but comprehensively covers the area, including chapters on classical scaling, nonmetric scaling, Procrustes analysis, biplots, unfolding, correspondence analysis, individual differences models, and other m-mode, n-way models. The authors summarise the mathematical ideas behind the various techniques and illustrate the techniques with real-life examples."--BOOK JACKET. Estatística aplicada larpcal Multidimensionale schaalmethoden gtt Multivariate analysis Multidimensional scaling Multidimensionale Skalierung (DE-588)4075090-5 gnd rswk-swf Multidimensionale Skalierung (DE-588)4075090-5 s DE-604 Cox, Michael A. A. Verfasser aut Monographs on statistics and applied probability 88 (DE-604)BV002494005 88 Digitalisierung UBPassau application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009458612&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Passau application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009458612&sequence=000002&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext |
| spellingShingle | Cox, Trevor F. Cox, Michael A. A. Multidimensional scaling Monographs on statistics and applied probability Estatística aplicada larpcal Multidimensionale schaalmethoden gtt Multivariate analysis Multidimensional scaling Multidimensionale Skalierung (DE-588)4075090-5 gnd |
| subject_GND | (DE-588)4075090-5 |
| title | Multidimensional scaling |
| title_auth | Multidimensional scaling |
| title_exact_search | Multidimensional scaling |
| title_full | Multidimensional scaling Trevor F. Cox and Michael A. A. Cox |
| title_fullStr | Multidimensional scaling Trevor F. Cox and Michael A. A. Cox |
| title_full_unstemmed | Multidimensional scaling Trevor F. Cox and Michael A. A. Cox |
| title_short | Multidimensional scaling |
| title_sort | multidimensional scaling |
| topic | Estatística aplicada larpcal Multidimensionale schaalmethoden gtt Multivariate analysis Multidimensional scaling Multidimensionale Skalierung (DE-588)4075090-5 gnd |
| topic_facet | Estatística aplicada Multidimensionale schaalmethoden Multivariate analysis Multidimensional scaling Multidimensionale Skalierung |
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| volume_link | (DE-604)BV002494005 |
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