Categorical variables in developmental research: methods of analysis
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
San Diego [u.a.]
Acad. Press
1996
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XIX, 286 S. graph. Darst. |
| ISBN: | 0127249656 |
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| 245 | 1 | 0 | |a Categorical variables in developmental research |b methods of analysis |c ed. by Alexander von Eye ... |
| 264 | 1 | |a San Diego [u.a.] |b Acad. Press |c 1996 | |
| 300 | |a XIX, 286 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
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Record in the Search Index
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| adam_text | Contents
Contributors xi
Preface xiii
Acknowledgments xvii
In Memoriam xix
PART 1 Measurement and Repeated
Observations of Categorical Data
1. Measurement Criteria for Choosing
among Models with Graded Responses
David Andrich
1. Introduction 3
2. Measurement Criteria for a Model for Graded
Responses 4
V
VI Contents
3. Models for Graded Responses 9
4. Examples 28
5. Summary and Discussion 32
References 34
2. Growth Modeling with Binary Responses
Bengt 0. Muthen
1. Introduction 37
2. Conventional Modeling and Estimation with
Binary Longitudinal Data 39
3. More General Binary Growth Modeling 42
4. Analyses 46
5. Conclusions 52
References 52
3. Probit Models for the Analysis of Limited
Dependent Panel Data
Gerhard Arminger
1. Introduction 55
2. Model Specification 56
3. Estimation Method 61
4. Analysis of Production Output from German
Business Test Data 68
5. Conclusion 72
References 73
PART 2 Catastrophe Theory
4. Catastrophe Analysis of
Discontinuous Development
Han L J. van der Maas and Peter C. M. Molenaar
1. Introduction 77
2. Catastrophe Theory 79
3. Issues in Conservation 80
4. The Cusp Model 84
5. Empirical Studies 89
6. Discussion 101
References 104
Contents vii
5. Catastrophe Theory of Stage Transitions
in Metrical and Discrete
Stochastic Systems
Peter C. M. Molenaar and Pascal Hartelman
1. Introduction 107
2. Elementary Catastrophe Theory 111
3. Catastrophe Theory for Metrical Stochastic
Systems 115
4. Catastrophe Theory for Discrete Stochastic
Systems 125
5. General Discussion and Conclusion 128
References 129
PART 3 Latent Class and Log Linear Models
6. Some Practical Issues Related to the
Estimation of Latent Class and Latent
Transition Parameters
Linda M. Collins, Penny L. Fidler, and Stuart E. Wugalter
1. Introduction 133
2. Methods 137
3. Discussion 144
References 146
7. Contingency Tables and Between
Subject Variability
Thomas D. Wickens
1. Introduction 147
2. Association Variability 148
3. The Simulation Procedure 150
4. Tests Based on Multinomial Variability 152
5. Tests Based on Between Subject
Variability 156
6. Procedures with Two Types of Variability 161
7. Discussion 163
References 167
Viii Contents
8. Assessing Reliability of Categorical
Measurements Using Latent Class Models
Clifford C. Clogg and Wendy D. Manning
1. Introduction 169
2. The Latent Class Model: A Nonparametric
Method of Assessing Reliability 171
3. Reliability of Dichotomous Measurements in a
Prototypical Case 174
4. Assessment of Reliability by Group or
by Time 178
5. Conclusion 181
References 182
9. Partitioning Chi Square: Something Old,
Something New, Something Borrowed,
but Nothing BLUE (Just ML)
David Rindskopf
1. Introduction 183
2. Partitioning Independence Models 184
3. Analyzing Change and Stability 190
4. How to Partition Chi Square 195
5. Discussion 199
References 201
10. Nonstandard Log Linear Models
for Measuring Change in
Categorical Variables
Alexander von Eye and Christiane Spiel
1. Introduction 203
2. Bowker s Test 204
3. Log Linear Models for Axial Symmetry 205
4. Axial Symmetry in Terms of a Nonstandard
Log Linear Model 206
5. Group Comparisons 209
6. Quasi Symmetry 210
7. Discussion 213
References 214
Contents IX
11. Application of the Mu Hi graph
Representation of Hierarchical
Log Linear Models
H. J. Khamis
1. Introduction 215
2. Notation and Review 216
3. The Generator Multigraph 217
4. Maximum Likelihood Estimation and
Fundamental Conditional Independencies 219
5. Examples 222
6. Summary 228
References 229
PART 4 Applications
12. Correlation and Categorization under a
Matching Hypothesis
Michael J. Rovine and Alexander von Eye
1. Introduction 233
2. An Interesting Plot 234
3. The Binomial Effect Size Display 236
4. An Organizing Principle for Interval Level
Variables 237
5. Definition of the Matching Hypothesis 237
6. A Data Example 238
7. Correlation as a Count of Matches 241
8. Correlation as a Count of How Many Fall
within a Set Range 243
9. Data Simulation 244
10. Building Uncertainties from Rounding Error
into the Interpretation of a Correlation 246
11. Discussion 247
References 248
13. Residualized Categorical Phenotypes and
Behavioral Genetic Modeling
Scott L. Hershberger
1. The Problem 249
2. Weighted Least Squares Estimation 250
X Contents
3. Proportional Effects Genotype Environment
Correlation Model 253
4. Method 256
5. Results 258
6. Conclusions 271
References 273
Index 275
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| spelling | Categorical variables in developmental research methods of analysis ed. by Alexander von Eye ... San Diego [u.a.] Acad. Press 1996 XIX, 286 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Categorieën (wiskunde) gtt Catégories (Mathématiques) Psychologie - Méthodes statistiques Psychologie - Méthodes statistiques ram Psychometrie gtt Psychométrie Psychométrie ram Categories (Mathematics) Psychology Statistical methods Psychometrics Kontingenztafelanalyse (DE-588)4201359-8 gnd rswk-swf Multivariate Analyse (DE-588)4040708-1 gnd rswk-swf Psychometrie (DE-588)4176236-8 gnd rswk-swf Qualitative Daten (DE-588)4176592-8 gnd rswk-swf Ordinalskala (DE-588)4234595-9 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Ordinalskala (DE-588)4234595-9 s Multivariate Analyse (DE-588)4040708-1 s DE-604 Qualitative Daten (DE-588)4176592-8 s Kontingenztafelanalyse (DE-588)4201359-8 s Psychometrie (DE-588)4176236-8 s Eye, Alexander von 1949- Sonstige (DE-588)108576639 oth HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007145795&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Categorical variables in developmental research methods of analysis Categorieën (wiskunde) gtt Catégories (Mathématiques) Psychologie - Méthodes statistiques Psychologie - Méthodes statistiques ram Psychometrie gtt Psychométrie Psychométrie ram Categories (Mathematics) Psychology Statistical methods Psychometrics Kontingenztafelanalyse (DE-588)4201359-8 gnd Multivariate Analyse (DE-588)4040708-1 gnd Psychometrie (DE-588)4176236-8 gnd Qualitative Daten (DE-588)4176592-8 gnd Ordinalskala (DE-588)4234595-9 gnd |
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| title | Categorical variables in developmental research methods of analysis |
| title_auth | Categorical variables in developmental research methods of analysis |
| title_exact_search | Categorical variables in developmental research methods of analysis |
| title_full | Categorical variables in developmental research methods of analysis ed. by Alexander von Eye ... |
| title_fullStr | Categorical variables in developmental research methods of analysis ed. by Alexander von Eye ... |
| title_full_unstemmed | Categorical variables in developmental research methods of analysis ed. by Alexander von Eye ... |
| title_short | Categorical variables in developmental research |
| title_sort | categorical variables in developmental research methods of analysis |
| title_sub | methods of analysis |
| topic | Categorieën (wiskunde) gtt Catégories (Mathématiques) Psychologie - Méthodes statistiques Psychologie - Méthodes statistiques ram Psychometrie gtt Psychométrie Psychométrie ram Categories (Mathematics) Psychology Statistical methods Psychometrics Kontingenztafelanalyse (DE-588)4201359-8 gnd Multivariate Analyse (DE-588)4040708-1 gnd Psychometrie (DE-588)4176236-8 gnd Qualitative Daten (DE-588)4176592-8 gnd Ordinalskala (DE-588)4234595-9 gnd |
| topic_facet | Categorieën (wiskunde) Catégories (Mathématiques) Psychologie - Méthodes statistiques Psychometrie Psychométrie Categories (Mathematics) Psychology Statistical methods Psychometrics Kontingenztafelanalyse Multivariate Analyse Qualitative Daten Ordinalskala Aufsatzsammlung |
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