Analyzing multivariate data:
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Pacific Grove, Calif.
Thomson, Brooks/Cole
2003
|
| Schriftenreihe: | Duxbury applied series
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Klappentext |
| Beschreibung: | Erg. bildet: Baker, Douglas L.: SPSS companion for Lattin, Carroll, and Green's Analyzing multivariate data |
| Beschreibung: | 556 S. graph. Darst. 1 CD-ROM (12 cm) |
| ISBN: | 0534349749 |
Internformat
MARC
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| 245 | 1 | 0 | |a Analyzing multivariate data |c James M. Lattin ; J. Douglas Carroll ; Paul E. Green |
| 264 | 1 | |a Pacific Grove, Calif. |b Thomson, Brooks/Cole |c 2003 | |
| 300 | |a 556 S. |b graph. Darst. |e 1 CD-ROM (12 cm) | ||
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| 490 | 0 | |a Duxbury applied series | |
| 500 | |a Erg. bildet: Baker, Douglas L.: SPSS companion for Lattin, Carroll, and Green's Analyzing multivariate data | ||
| 650 | 7 | |a Multivariate analyse |2 gtt | |
| 650 | 4 | |a Multivariate analysis | |
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| 700 | 1 | |a Carroll, J. Douglas |e Verfasser |4 aut | |
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Datensatz im Suchindex
| _version_ | 1804133623945756672 |
|---|---|
| adam_text | PART
Contents
Preface xix
Overview
1
1.1
1.1.1
1.1.2
1.1.3
1.2
1.2.1
1.2.2
1.2.3
1.2.4
IX
x Contents
1.2.5
1.2.6
1.2.7
1.2.8
1.2.9
1.3
Selected Readings
General
Data and Measurement
2
2.1
2.2
2.2.1
2.2.2
2.2.3
2.3
2.3.1
2.3.2
2.3.3
2.4
2.4.1
2.4.2
2.5
Selected Readings
General
Exercises
3
3.1
3.2
3.2.1
3.2.2
Contents xi
3.3 Sample Problem:
3.4
3.4.1
3.4.2
3.4.3
3.4.4
3.4.5
3.4.6
3.5
Selected Readings
General
Outliers and Regression Diagnostics
Resampling and Model Validation
Exercises
PART
Analysis of Interdependence
4
4.1
4.1.1
4.2
4.2.1
4.2.2
4.3
4.3.1
4.3.2
4.4
4.4.1
4.4.2
4.4.3
4.4.4
xü Contents
4.5
Selected Readings
General
How Many Components?
Jackknife and Bootstrapping
Exercises
5
5.1
5
5.2
5.2.1
5.2.2
5.3
5.3.1
5.3.2
5.4
5.4.1
5.4.2
5.4.3
5.5
Selected Readings
General
Rotation
Exercises
6
6.1
6.1.1
6.2
6.2.1
6.2.2
Contents xiü
6.3 Sample Problems 187
6.4
6.4.1
6.4.2
6.4.3
6.4.4
6.5
Selected Readings
General
Reliability
Multitrait-Multimethod Models
Exercises
7
7.1
7.1.1
7.2
7.2.1
7.2.2
7.2.3
7.3
7.3.1
7.3.2
7.3.3
7.3.4
7.4
How It Works
7.4.1
7.4.2
7.4.3
7.5
7.5.1
7.5.2
7.5.3
xiv Contents
7.6
7.7
General
Metric MDS
Nonmetric MDS
Individual Differences Scaling
Unfolding
Multidimensional Analysis of Preference
Exercises
8
8.1
8.1.1
8.2
8.3
8.3.1
8.4
8.4.1 Intuition 279
8.4.2
8.5
8.5.1
8.5.2
8.6
8.7
8.7.1
8.7.2
8.7.3
8.8
Selected Readings
General
Single, Complete, Average Linkage
Ward s Method
Contents xv
PART
Kth-Nearest
K-Means 306
Assessment and Validation
Exercises
Analysis of Dependence
9
9.1
9.1.1
9.2
9.2.1
9.2.2
9.3
9.4
9.4.1
9.4.2
9.4.3
Correlation Analysis?
9.5
Selected Readings
General
Statistical Tests
Redundancy
Exercises
10
Latent Variables
10.1
10.1.1
xvi Contents
10.2
10.2.1
10.2.2
10.3
10.3.1
10.3.2
10.4
Latent Variables
10.4.1
10.4.2
10.4.3
10.5
Selected Readings
General
MIMIC Models/Relationship to Canonical Correlation
Interaction Effects
Exercises
11
11.1
11.1.1
11.2
11.2.1
11.2.2
11.2.3
11.3
11.3.1
11.3.2
11.4
11.4.1
11.5
11.6
11.6.1
Contents xvii
11.6.2
11.6.3
11.7
Selected Readings
General
ANCOVA
Test Statistics
Exercises
12
12.1
12.1.1
12.2
12.2.1
12.2.2
12.3
12.3.1
12.3.2
12.4
12.4.1
12.4.2
Centroids?
12.4.3
12.4.4
12.5
12.5.1
12.5.2
12.6
12.6.1
12.6.2
12.7
12.7.1
12.7.2
Are Significant?
xviii Contents
12.8
Selected Readings
General
Tests
Goodness of Fit/Validation
Exercises
13 Logst
13.1
13.1.1
13.2
13.2.1
13.2.2
13.3
13.4
13.4.1
13.4.2
13.5
13.6
13.6.1
13.6.2
13.6.3
13.7
Selected Readings
General
Accounting for Heterogeneity
IIA/Nested Logit
■
Statistical Tables
Bibliography
Index
Analyzing MuLtivariate Data provides an application oriented, intuitively motivate
Production to modern methods of multivariate data analysis. Through numerous
■;xamples,,dames Latti.n, J. Douglas Carrol!»-and Paul>E. Green illustrate how eaGh=.tec!,,n4U>._
works and how it is properly applied and interpreted. Coverage focuses on the late:,;,
¡¡¡ettío ds
:o develop students intuition, helping readers visualize how each method works. M~:V
illustrations and sample problems are included, which are based on real data from a
wide variety of disciplines including psychology, sociology and marketing researr
-j ga fi|zèd
oí
atrices-. and their geometrical interpretation, and a review of multiple regression. Part
~,,j focuses on methods for the analysis of independence: principal components, factor
analysis, scaling, and cluster analysis. Parish
ependence, including canonical correlation, structural equation models, analysis
•-■?riance, discriminant analysis, and logit choice
|
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| dewey-ones | 519 - Probabilities and applied mathematics |
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| dewey-tens | 510 - Mathematics |
| discipline | Mathematik Wirtschaftswissenschaften |
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| isbn | 0534349749 |
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| spelling | Lattin, James M. Verfasser aut Analyzing multivariate data James M. Lattin ; J. Douglas Carroll ; Paul E. Green Pacific Grove, Calif. Thomson, Brooks/Cole 2003 556 S. graph. Darst. 1 CD-ROM (12 cm) txt rdacontent n rdamedia nc rdacarrier Duxbury applied series Erg. bildet: Baker, Douglas L.: SPSS companion for Lattin, Carroll, and Green's Analyzing multivariate data Multivariate analyse gtt Multivariate analysis Datenauswertung (DE-588)4131193-0 gnd rswk-swf Multivariate Analyse (DE-588)4040708-1 gnd rswk-swf (DE-588)4123623-3 Lehrbuch gnd-content Multivariate Analyse (DE-588)4040708-1 s DE-604 Datenauswertung (DE-588)4131193-0 s 1\p DE-604 Green, Paul E. Verfasser aut Carroll, J. Douglas Verfasser aut Digitalisierung UBPassau application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=013369448&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=013369448&sequence=000002&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Lattin, James M. Green, Paul E. Carroll, J. Douglas Analyzing multivariate data Multivariate analyse gtt Multivariate analysis Datenauswertung (DE-588)4131193-0 gnd Multivariate Analyse (DE-588)4040708-1 gnd |
| subject_GND | (DE-588)4131193-0 (DE-588)4040708-1 (DE-588)4123623-3 |
| title | Analyzing multivariate data |
| title_auth | Analyzing multivariate data |
| title_exact_search | Analyzing multivariate data |
| title_full | Analyzing multivariate data James M. Lattin ; J. Douglas Carroll ; Paul E. Green |
| title_fullStr | Analyzing multivariate data James M. Lattin ; J. Douglas Carroll ; Paul E. Green |
| title_full_unstemmed | Analyzing multivariate data James M. Lattin ; J. Douglas Carroll ; Paul E. Green |
| title_short | Analyzing multivariate data |
| title_sort | analyzing multivariate data |
| topic | Multivariate analyse gtt Multivariate analysis Datenauswertung (DE-588)4131193-0 gnd Multivariate Analyse (DE-588)4040708-1 gnd |
| topic_facet | Multivariate analyse Multivariate analysis Datenauswertung Multivariate Analyse Lehrbuch |
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