Binary data analysis of randomized clinical trials with noncompliance:
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| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Chichester
Wiley
2011
|
| Edition: | 1. publ. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | XV, 310 S. |
| ISBN: | 9780470660959 9781119991618 |
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| 245 | 1 | 0 | |a Binary data analysis of randomized clinical trials with noncompliance |c Kung-Jong Lui |
| 250 | |a 1. publ. | ||
| 264 | 1 | |a Chichester |b Wiley |c 2011 | |
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| 650 | 4 | |a Clinical trials |x Statistical methods | |
| 650 | 4 | |a Drugs |x Testing |x Statistical methods | |
| 650 | 4 | |a Randomized Controlled Trials as Topic |x methods | |
| 650 | 4 | |a Medication Adherence | |
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Record in the Search Index
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| adam_text | Titel: Binary data analysis of randomized clinical trials with noncompliance
Autor: Lui, Kung-Jong
Jahr: 2011
Contents
Preface xiii
About the Author xvii
1 Randomized clinical trials with noncompliance: issues,
definitions and problems of commonly used analyses 1
1.1 Randomized encouragement design (RED) 4
1.2 Randomized consent designs 6
1.2.1 Single-consent randomized design (SCRD) 7
1.2.2 Double-consent randomized design (DCRD) 8
1.3 Treatment efficacy versus programmatic
effectiveness 9
1.4 Definitions of commonly used terms and
assumptions 10
1.5 Most commonly used analyses for a RCT with
noncompliance 13
Exercises 20
2 Randomized clinical trials with noncompliance under
parallel groups design 21
2.1 Testing superiority 26
2.2 Testing noninferiority 35
2.2.1 Using the difference in proportions 35
2.2.2 Using the ratio of proportions 36
2.2.3 Using the odds ratio of proportions 38
viii CONTENTS
2.3 Testing equivalence 41
2.3.1 Using the difference in proportions 41
2.3.2 Using the ratio of proportions 42
2.3.3 Using the odds ratio of proportions 43
2.4 Interval estimation 43
2.4.1 Estimation of the proportion difference 44
2.4.2 Estimation of the proportion ratio 47
2.4.3 Estimation of the odds ratio 49
2.5 Sample size determination 51
2.5.1 Sample size calculation for testing superiority 52
2.5.2 Sample size calculation for testing noninferiority 55
2.5.3 Sample size calculation for testing equivalence 58
2.6 Risk model-based approach 65
2.6.1 Constant risk additive model 66
2.6.2 Constant risk multiplicative model 68
2.6.3 Generalized risk additive model 71
2.6.4 Generalized risk multiplicative model 73
Exercises 75
Appendix 88
3 Randomized clinical trials with noncompliance in
stratified sampling 91
3.1 Testing superiority 96
3.2 Testing noninferiority 100
3.2.1 Using the difference in proportions 100
3.2.2 Using the ratio of proportions 102
3.2.3 Using the odds ratio of proportions 104
3.3 Testing equivalence 105
3.3.1 Using the difference in proportions 106
3.3.2 Using the ratio of proportions 107
3.3.3 Using the odds ratio of proportions 107
3.4 Interval estimation 108
3.4.1 Estimation of the proportion difference 108
3.4.2 Estimation of the proportion ratio 113
3.4.3 Estimation of the odds ratio 115
CONTENTS ix
3.5 Test homogeneity of index in large strata 119
3.5.1 Testing homogeneity of the proportion difference 120
3.5.2 Testing homogeneity of the proportion ratio 122
3.5.3 Test homogeneity of the odds ratio 125
Exercises 128
Appendix 133
Randomized clinical trials with noncompliance under
cluster sampling 137
4.1 Testing superiority 143
4.2 Testing noninferiority 146
4.2.1 Using the difference in proportions 147
4.2.2 Using the ratio of proportions 148
4.2.3 Using the odds ratio of proportions 149
4.3 Testing equivalence 151
4.3.1 Using the difference in proportions 151
4.3.2 Using the ratio of proportions 152
4.3.3 Using the odds ratio of proportions 152
4.4 Interval estimation 153
4.4.1 Estimation of the proportion difference 153
4.4.2 Estimation of the proportion ratio 154
4.4.3 Estimation of the odds ratio 157
4.5 Sample size determination 158
4.5.1 Sample size calculation for testing superiority 159
4.5.2 Sample size calculation for testing noninferiority 164
4.5.3 Sample size calculation for testing equivalence 170
4.6 An alternative randomization-based approach 172
Exercises 176
Appendix 181
Randomized clinical trials with both noncompliance and
subsequent missing outcomes 185
5.1 Testing superiority 193
5.2 Testing noninferiority 196
5.2.1 Using the difference in proportions 196
CONTENTS
5.2.2 Using the ratio of proportions 197
5.2.3 Using the odds ratio of proportions 198
5.3 Testing equivalence 200
5.3.1 Using the difference in proportions 200
5.3.2 Using the ratio of proportions 201
5.3.3 Using the odds ratio of proportions 201
5.4 Interval estimation 202
5.4.1 Estimation of the proportion difference 202
5.4.2 Estimation of the proportion ratio 203
5.4.3 Estimation of the odds ratio 205
5.5 Sample size determination 206
5.5.1 Sample size calculation for testing superiority 207
5.5.2 Sample size calculation for testing noninferiority 212
5.5.3 Sample size calculation for testing equivalence 213
5.6 An alternative missing at random (MAR) model 221
5.6.1 Estimation of the proportion difference 226
5.6.2 Estimation of the proportion ratio 229
5.6.3 Estimation of the odds ratio 230
Exercises 233
Appendix 238
Randomized clinical trials with noncompliance in
repeated binary measurements 247
6.1 Testing superiority 253
6.2 Testing noninferiority 256
6.2.1 Using the difference in proportions 256
6.2.2 Using the ratio of proportions 257
6.3 Testing equivalence 260
6.3.1 Using the difference in proportions 260
6.3.2 Using the ratio of proportions 260
6.4 Interval estimation 261
6.4.1 Estimation of the proportion difference 261
6.4.2 Estimation of the proportion ratio 268
CONTENTS xi
6.5 Sample size determination 273
6.5.1 Sample size calculation for testing superiority 273
6.5.2 Sample size calculation for testing noninferiority 275
6.5.3 Sample size calculation for testing equivalence 278
Exercises 281
References 289
Index 303
|
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| illustrated | Not Illustrated |
| indexdate | 2024-07-09T23:22:46Z |
| institution | BVB |
| isbn | 9780470660959 9781119991618 |
| language | English |
| lccn | 2010051072 |
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| owner_facet | DE-11 DE-19 DE-BY-UBM |
| physical | XV, 310 S. |
| publishDate | 2011 |
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| spelling | Lui, Kung-Jong 1953- Verfasser (DE-588)173769977 aut Binary data analysis of randomized clinical trials with noncompliance Kung-Jong Lui 1. publ. Chichester Wiley 2011 XV, 310 S. txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index Clinical trials Statistical methods Drugs Testing Statistical methods Randomized Controlled Trials as Topic methods Medication Adherence Statistics as Topic methods Erscheint auch als Online-Ausgabe, EPUB 978-1-11-999390-2 Erscheint auch als Online-Ausgabe, MOBI 978-1-11-999391-9 Erscheint auch als Online-Ausgabe, PDF 978-1-11-999160-1 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=022520441&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Lui, Kung-Jong 1953- Binary data analysis of randomized clinical trials with noncompliance Clinical trials Statistical methods Drugs Testing Statistical methods Randomized Controlled Trials as Topic methods Medication Adherence Statistics as Topic methods |
| title | Binary data analysis of randomized clinical trials with noncompliance |
| title_auth | Binary data analysis of randomized clinical trials with noncompliance |
| title_exact_search | Binary data analysis of randomized clinical trials with noncompliance |
| title_full | Binary data analysis of randomized clinical trials with noncompliance Kung-Jong Lui |
| title_fullStr | Binary data analysis of randomized clinical trials with noncompliance Kung-Jong Lui |
| title_full_unstemmed | Binary data analysis of randomized clinical trials with noncompliance Kung-Jong Lui |
| title_short | Binary data analysis of randomized clinical trials with noncompliance |
| title_sort | binary data analysis of randomized clinical trials with noncompliance |
| topic | Clinical trials Statistical methods Drugs Testing Statistical methods Randomized Controlled Trials as Topic methods Medication Adherence Statistics as Topic methods |
| topic_facet | Clinical trials Statistical methods Drugs Testing Statistical methods Randomized Controlled Trials as Topic methods Medication Adherence Statistics as Topic methods |
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