An edition of A primerfor soft modeling (1992)

A primer for soft modeling

1st ed.
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Last edited by MARC Bot
November 15, 2020 | History
An edition of A primerfor soft modeling (1992)

A primer for soft modeling

1st ed.

A PRIMER FOR SOFT MODELING
is a guide to the 'soft modeling' approach to structural equation modeling that relies on a computer application strategy. The theoretical as well as practical requirements for soft modeling (partial least squares estimation procedures) are different from those of other modeling procedures because the basic assumptions about data are less stringent.
This fundamental difference enables path models to be analyzed with soft modeling techniques that are rejected by many popularly-used programs. Because soft modeling procedures facilite analysis of data with less stringent measurement requirements, it represents a modeling system that can be used by most social and behavioral scientists.

Written by authors who teach structural equation modeling, as well as undergraduate statistics, this book presents soft modeling in ways that students and researchers cand readly comprehend, demonstrating the applicability of this new modeling approach to social science data.
As a practical guide to latent variable path analysis, the basic 'how-to's' of modeling are explained - how to configure research questions, how to prepare data, how to construct an LVPLS computer run, how to interpret the results, and how to present the findings. Basic modeling concepts are presented in an accurate yet non-technical manner through-out the text, and the non-mathematical reader has been kept in mind.

Publish Date
Language
English
Pages
103

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Edition Availability
Cover of: A primerfor soft modeling
A primerfor soft modeling
1992, University of Akron Press
in English
Cover of: A primer for soft modeling
A primer for soft modeling
1992, University of Akron Press
in English - 1st ed.

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Book Details


Table of Contents

1. Making the case for PLS
Page 1
1.1. Causation and Prediction
Page 3
1.2. Violations of Assunptions: causation and prediction
Page 7
1.2.1. Theoretical conditions
Page 7
1.2.2. Measurement conditions
Page 9
1.2.3. Distributional conditions
Page 10
1.2.4. Practical conditions
Page 11
1.3. A digression on Latent Variables
Page 15
2. Getting Started
Page 18
2.1. RAM Definitions for Latent Variable Path Analysis
Page 18
2.2. Example data
Page 20
2.3. Drawing nomograms
Page 21
2.4. On the estimation process
Page 28
2.5. On getting started
Page 30
3. Analyzing Different Types of Data
Page 32
3.1. A digression on cross products
Page 33
3.2. Setting up the data
Page 33
3.3. Annotated SPSSX command file
Page 34
3.4. The output matrices
Page 38
4. Running LVPLS
Page 40
4.1. Building the PLS instruction file
Page 41
4.2. Example command file
Page 42
4.3. Common problems
Page 48
4.4. Error messages
Page 50
5. Finding the results
Page 53
5.1. The inner model
Page 53
5.2. The outer model
Page 56
6. Interpreting the results
Page 62
6.1. Outer-directed block diagnostics
Page 62
6.2. Inner-directed block diagnostics
Page 66
6.3. A digression on reordering categories
Page 69
6.4. The inner model
Page 71
6.5. A digression on supressor effects and redundancy
Page 75
6.6. A digression on model trimming
Page 77
6.7. Rules of thumb for evaluating models
Page 78
6.8. Summary indices
Page 82
6.9. Nested-sequence model comparison
Page 83
7. Presenting the results
Page 86
7.1. Format the presentation
Page 86
7.2. Stability of estimates
Page 91
7.3. Conclusion
Page 92
References
Page 95

Edition Notes

Includes bibliographical references (p. 95-99) and indexes.

Published in
Akron, Ohio

Classifications

Dewey Decimal Class
300/.1/5118
Library of Congress
H61.25 .F35 1992

The Physical Object

Pagination
xiv, 103 p. :
Number of pages
103

Edition Identifiers

Open Library
OL1712662M
ISBN 10
0962262846
LCCN
92014749
Goodreads
3723827

Work Identifiers

Work ID
OL4287534W

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History

Download catalog record: RDF / JSON / OPDS | Wikipedia citation
November 15, 2020 Edited by MARC Bot import existing book
April 16, 2010 Edited by bgimpertBot Added goodreads ID.
April 13, 2010 Edited by Open Library Bot Linked existing covers to the edition.
December 12, 2009 Edited by WorkBot link works
April 1, 2008 Created by an anonymous user Imported from Scriblio MARC record