Latent growth curve modeling:
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Los Angeles [u.a.]
SAGE
2008
|
| Schriftenreihe: | Quantitative applications in the social sciences
157 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | IX, 96 S. graph. Darst. |
| ISBN: | 9781412939553 |
Internformat
MARC
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Datensatz im Suchindex
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|---|---|
| adam_text | CONTENTS
About the Authors vii
Series Editor s Introduction viii
Acknowledgments x
1. Introduction 1
Overview of the Book 3
Latent Growth Curve Modeling:
A Brief History and Overview 4
Model Specification and Parameter Interpretation 5
The Scaling of Time 10
Asynchronous Measurement 13
Assumptions 14
Parameter Estimation and Missing Data 15
Model Evaluation and Selection 18
Statistical Power 20
2. Applying LGM to Empirical Data 22
Data 22
Software 23
Overview of Model-Fitting Strategy 24
Model 0: The Null Model 25
Model 1 : Random Intercept 26
Model 2: Fixed Intercept, Fixed Slope 28
Model 3: Random Intercept, Fixed Slope 30
Model 4: Random Intercept, Random Slope 31
Model 5: Multiple-Groups Analysis 34
Model 6: The Conditional Growth Curve Model 35
Model 7: Parallel Process Model 38
Model 8: Cohort-Sequential Designs 42
Model 9: Time-Varying Covariates 46
Model 10: Polynomial Growth Curves 50
Model 11 : Unspecified Trajectories 52
Summary 53
3. Specialized Extensions 57
Growth Mixture Models 57
Piecewise Growth 59
Modeling Change in Latent Variables
With Multiple Indicators 61
Structured Latent Curves 62
Autoregressive Latent Trajectory Models 66
Categorical and Ordinal Outcomes 66
Modeling Causal Effects Among Aspects of Change 68
Summary 70
4. Relationships Between LGM and Multilevel Modeling 71
MLM for Repeated-Measures Data 71
Model Specification 73
Parameter Estimation 74
Model Evaluation 75
Areas of Overlap Between MLM and LGM 75
Areas of Differentiation Between MLM and LGM 77
Software 79
5. Summary 80
Appendix 82
References 84
Index 94
|
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| dewey-full | 519.5/35 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5/35 |
| dewey-search | 519.5/35 |
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| discipline | Soziologie Psychologie Mathematik |
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| id | DE-604.BV035242573 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T21:29:25Z |
| institution | BVB |
| isbn | 9781412939553 |
| language | English |
| lccn | 2008006240 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-017048347 |
| oclc_num | 185031297 |
| open_access_boolean | |
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| owner_facet | DE-20 DE-83 DE-355 DE-BY-UBR DE-473 DE-BY-UBG DE-739 DE-188 DE-N32 |
| physical | IX, 96 S. graph. Darst. |
| publishDate | 2008 |
| publishDateSearch | 2008 |
| publishDateSort | 2008 |
| publisher | SAGE |
| record_format | marc |
| series | Quantitative applications in the social sciences |
| series2 | Quantitative applications in the social sciences |
| spelling | Latent growth curve modeling Kristopher J. Preacher ... Los Angeles [u.a.] SAGE 2008 IX, 96 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Quantitative applications in the social sciences 157 Längsschnittuntersuchung (DE-588)4034036-3 gnd rswk-swf Latente Variable (DE-588)4166860-1 gnd rswk-swf Latente Variable (DE-588)4166860-1 s Längsschnittuntersuchung (DE-588)4034036-3 s DE-604 Preacher, Kristopher J. Sonstige (DE-588)136843115 oth Quantitative applications in the social sciences 157 (DE-604)BV000005102 157 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017048347&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Latent growth curve modeling Quantitative applications in the social sciences Längsschnittuntersuchung (DE-588)4034036-3 gnd Latente Variable (DE-588)4166860-1 gnd |
| subject_GND | (DE-588)4034036-3 (DE-588)4166860-1 |
| title | Latent growth curve modeling |
| title_auth | Latent growth curve modeling |
| title_exact_search | Latent growth curve modeling |
| title_full | Latent growth curve modeling Kristopher J. Preacher ... |
| title_fullStr | Latent growth curve modeling Kristopher J. Preacher ... |
| title_full_unstemmed | Latent growth curve modeling Kristopher J. Preacher ... |
| title_short | Latent growth curve modeling |
| title_sort | latent growth curve modeling |
| topic | Längsschnittuntersuchung (DE-588)4034036-3 gnd Latente Variable (DE-588)4166860-1 gnd |
| topic_facet | Längsschnittuntersuchung Latente Variable |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017048347&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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