Statistics in psychiatry:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
London
Arnold [u.a.]
2000
|
| Series: | Arnold applications of statistics series
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | VIII, 132 S. graph. Darst. |
| ISBN: | 034067668X |
Staff View
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| adam_text | Contents
Preface vii
1 Introduction 1
1.1 Statistics and psychiatry 1
1.2 Measurement 3
1.3 Case definition and diagnosis: categories or continua? 8
1.4 Study designs 12
1.5 The rest of the book 14
2 Instrument reliability 15
2.1 Introduction 15
2.2 Product moment correlation, intraclass correlation and kappa 15
2.3 Simple measurement models 19
2.4 Implications of measurement error 20
2.5 More on classical test theory 21
2.6 Designs for reliability studies 24
2.7 Estimation of reliability from ANOVA tables 26
3 Instrument validity 29
3.1 Introduction 29
3.2 Double sampling using screening questionnaires 31
3.3 Quantitative test results: ROC curves 34
3.4 Comparison of screening methods 37
3.5 Implications of classification errors 38
3.6 Variation in validity coefficients 39
3.7 Latent class models 40
4 Hidden variables and multiple indicators 45
4.1 Introduction 45
4.2 A single common factor model: the CIS R data 46
4.3 Model fitting and inference 52
vi Contents
4.4 Another look at the CIS R data 53
4.5 Two factor models 55
4.6 Multitrait multimethod (MTMM) models 58
4.7 Causal indicators 61
4.8 Appendix 4 62
5 Prevalence estimation 66
5.1 Introduction: survey sampling designs 66
5.2 Estimation of prevalence 70
5.3 Weighted logistic regression models 73
5.4 Logistic models for multiple indicators of morbidity 74
5.5 Appendix 5 77
6 Patterns of continuity and change 79
6.1 Introduction: a simple structural equation model 79
6.2 Autoregressive models for single indicator panel data 81
6.3 Models for multiple indicator multiwave panel data 85
6.4 A measurement model for twin data 89
6.5 The ACE model with measurement error 92
6.6 General modelling strategies 94
6.7 Appendix 6 96
7 Missing data 102
7.1 Introduction 102
7.2 Patterns of missing data 103
7.3 Missing data mechanisms 104
7.4 Weighting and imputation 105
7.5 Data missing by design 106
7.6 Modelling compliance response relationships in clinical trials 109
7.7 Postscript 114
7.8 Appendix 7 115
References 119
Index 129
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| illustrated | Illustrated |
| indexdate | 2024-07-09T19:02:14Z |
| institution | BVB |
| isbn | 034067668X |
| language | English |
| lccn | 00711437 |
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| physical | VIII, 132 S. graph. Darst. |
| publishDate | 2000 |
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| publishDateSort | 2000 |
| publisher | Arnold [u.a.] |
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| spelling | Dunn, Graham 1949- Verfasser (DE-588)133250911 aut Statistics in psychiatry Graham Dunn London Arnold [u.a.] 2000 VIII, 132 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Arnold applications of statistics series Biometry Data Interpretation, Statistical Psychiatry Statistical methods Psychiatry methods Research methods HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009848030&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Dunn, Graham 1949- Statistics in psychiatry Biometry Data Interpretation, Statistical Psychiatry Statistical methods Psychiatry methods Research methods |
| title | Statistics in psychiatry |
| title_auth | Statistics in psychiatry |
| title_exact_search | Statistics in psychiatry |
| title_full | Statistics in psychiatry Graham Dunn |
| title_fullStr | Statistics in psychiatry Graham Dunn |
| title_full_unstemmed | Statistics in psychiatry Graham Dunn |
| title_short | Statistics in psychiatry |
| title_sort | statistics in psychiatry |
| topic | Biometry Data Interpretation, Statistical Psychiatry Statistical methods Psychiatry methods Research methods |
| topic_facet | Biometry Data Interpretation, Statistical Psychiatry Statistical methods Psychiatry methods Research methods |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009848030&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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