Clinical trials with missing data : (Record no. 64554)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 07486cam a2201105 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | sulb-eb0032902 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | BD-SySUS |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20170713221347.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr ||||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 131029s2014 enk ob 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
| LC control number | 2013043089 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | DLC |
| Language of cataloging | eng |
| Description conventions | rda |
| -- | pn |
| Transcribing agency | DLC |
| Modifying agency | YDX |
| -- | IDEBK |
| -- | N$T |
| -- | E7B |
| -- | YDXCP |
| -- | DG1 |
| -- | CUS |
| -- | CHVBK |
| -- | CDX |
| -- | COO |
| -- | OCLCF |
| -- | STF |
| -- | NLGGC |
| -- | OCLCQ |
| -- | OCLCO |
| -- | DEBBG |
| -- | EBLCP |
| -- | BD-SySUS |
| 019 ## - | |
| -- | 961620131 |
| -- | 962566545 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781118762530 |
| Qualifying information | (ePub) |
| International Standard Book Number | 1118762533 |
| Qualifying information | (ePub) |
| International Standard Book Number | 9781118762509 |
| Qualifying information | (Adobe PDF) |
| International Standard Book Number | 1118762509 |
| Qualifying information | (Adobe PDF) |
| International Standard Book Number | 9781118762516 |
| Qualifying information | (electronic bk.) |
| International Standard Book Number | 1118762517 |
| Qualifying information | (electronic bk.) |
| International Standard Book Number | 1118460707 |
| Qualifying information | (hbk.) |
| International Standard Book Number | 9781118460702 |
| Qualifying information | (hbk.) |
| International Standard Book Number | 9781306473118 |
| Qualifying information | (MyiLibrary) |
| International Standard Book Number | 130647311X |
| Qualifying information | (MyiLibrary) |
| Canceled/invalid ISBN | 9781118460702 |
| Qualifying information | (hardback) |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | CHDSB |
| System control number | 006231367 |
| OCLC library identifier | CHVBK |
| System control number | 312848676 |
| OCLC library identifier | NZ1 |
| System control number | 15497477 |
| OCLC library identifier | NZ1 |
| System control number | 15906689 |
| OCLC library identifier | NZ1 |
| System control number | 16092110 |
| OCLC library identifier | AU@ |
| System control number | 000052169905 |
| OCLC library identifier | DEBBG |
| System control number | BV043396302 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)861789127 |
| Canceled/invalid control number | (OCoLC)961620131 |
| -- | (OCoLC)962566545 |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | R853.C55 |
| 060 10 - NATIONAL LIBRARY OF MEDICINE CALL NUMBER | |
| Classification number | QV 771.4 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | HEA |
| Subject category code subdivision | 012000 |
| Source | bisacsh |
| Subject category code | HEA |
| Subject category code subdivision | 020000 |
| Source | bisacsh |
| Subject category code | MED |
| Subject category code subdivision | 004000 |
| Source | bisacsh |
| Subject category code | MED |
| Subject category code subdivision | 101000 |
| Source | bisacsh |
| Subject category code | MED |
| Subject category code subdivision | 109000 |
| Source | bisacsh |
| Subject category code | MED |
| Subject category code subdivision | 029000 |
| Source | bisacsh |
| Subject category code | MED |
| Subject category code subdivision | 040000 |
| Source | bisacsh |
| Subject category code | MED |
| Subject category code subdivision | 092000 |
| Source | bisacsh |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 610.72/4 |
| Edition number | 23 |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | MAIN |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | O'Kelly, Michael, |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Clinical trials with missing data : |
| Remainder of title | a guide for practitioners / |
| Statement of responsibility, etc. | Michael O'Kelly, Bohdana Ratitch. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Chichester, West Sussex : |
| Name of producer, publisher, distributor, manufacturer | John Wiley & Sons Inc., |
| Date of production, publication, distribution, manufacture, or copyright notice | 2014. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 490 1# - SERIES STATEMENT | |
| Series statement | Statistics in practice |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "This book provides practical guidance for statisticians, clinicians, and researchers involved in clinical trials in the biopharmaceutical industry, medical and public health organisations. Academics and students needing an introduction to handling missing data will also find this book invaluable. The authors describe how missing data can affect the outcome and credibility of a clinical trial, show by examples how a clinical team can work to prevent missing data, and present the reader with approaches to address missing data effectively. The book is illustrated throughout with realistic case studies and worked examples, and presents clear and concise guidelines to enable good planning for missing data. The authors show how to handle missing data in a way that is transparent and easy to understand for clinicians, regulators and patients. New developments are presented to improve the choice and implementation of primary and sensitivity analyses for missing data. Many SAS code examples are included - the reader is given a toolbox for implementing analyses under a variety of assumptions"--Provided by publisher. |
| 588 0# - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Print version record and CIP data provided by publisher. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Series; Title Page; Copyright; Dedication; Preface; References; Acknowledgments; Notation; Table of SAS code fragments; Contributors; Chapter 1: What's the problem with missing data?; 1.1 What do we mean by missing data?; 1.2 An illustration; 1.3 Why can't I use only the available primary endpoint data?; 1.4 What's the problem with using last observation carried forward?; 1.5 Can we just assume that data are missing at random?; 1.6 What can be done if data may be missing not at random?; 1.7 Stress-testing study results for robustness to missing data |
| Formatted contents note | 1.8 How the pattern of dropouts can bias the outcome1.9 How do we formulate a strategy for missing data?; 1.10 Description of example datasets; Appendix 1.A: Formal definitions of MCAR, MAR and MNAR; References; Chapter 2: The prevention of missing data; 2.1 Introduction; 2.2 The impact of "too much" missing data; 2.3 The role of the statistician in the prevention of missing data; 2.4 Methods for increasing subject retention; 2.5 Improving understanding of reasons for subject withdrawal; Acknowledgments; Appendix 2.A: Example protocol text for missing data prevention; References |
| Formatted contents note | Chapter 3: Regulatory guidance -- a quick tour3.1 International conference on harmonization guideline: Statistical principles for clinical trials: E9; 3.2 The US and EU regulatory documents; 3.3 Key points in the regulatory documents on missing data; 3.4 Regulatory guidance on particular statistical approaches; 3.5 Guidance about how to plan for missing data in a study; 3.6 Differences in emphasis between the NRC report and EU guidance documents; 3.7 Other technical points from the NRC report; 3.8 Other US/EU/international guidance documents that refer to missing data; 3.9 And in practice? |
| Formatted contents note | 5.4 Applying the mixed model for repeated measures5.5 Additional mixed model for repeated measures topics; 5.6 Logistic regression mixed model for repeated measures using the generalized linear mixed model; References; Table of SAS Code Fragments; Chapter 6: Multiple imputation; 6.1 Introduction; 6.2 Imputation phase; 6.3 Analysis phase: Analyzing multiple imputed datasets; 6.4 Pooling phase: Combining results from multiple datasets; 6.5 Required number of imputations; 6.6 Some practical considerations; 6.7 Pre-specifying details of analysis with multiple imputation |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Clinical trials. |
| Topical term or geographic name as entry element | Clinical Trials as Topic. |
| Topical term or geographic name as entry element | Bias (Epidemiology) |
| Topical term or geographic name as entry element | Models, Statistical. |
| Topical term or geographic name as entry element | Research Design. |
| Topical term or geographic name as entry element | Bias (Epidemiology) |
| Topical term or geographic name as entry element | HEALTH & FITNESS |
| General subdivision | Holism. |
| Source of heading or term | bisacsh |
| Topical term or geographic name as entry element | HEALTH & FITNESS |
| General subdivision | Reference. |
| Source of heading or term | bisacsh |
| Topical term or geographic name as entry element | MEDICAL |
| General subdivision | Alternative Medicine. |
| Source of heading or term | bisacsh |
| Topical term or geographic name as entry element | MEDICAL |
| General subdivision | Atlases. |
| Source of heading or term | bisacsh |
| Topical term or geographic name as entry element | MEDICAL |
| General subdivision | Essays. |
| Source of heading or term | bisacsh |
| Topical term or geographic name as entry element | MEDICAL |
| General subdivision | Family & General Practice. |
| Source of heading or term | bisacsh |
| Topical term or geographic name as entry element | MEDICAL |
| General subdivision | Holistic Medicine. |
| Source of heading or term | bisacsh |
| Topical term or geographic name as entry element | MEDICAL |
| General subdivision | Osteopathy. |
| Source of heading or term | bisacsh |
| Topical term or geographic name as entry element | Clinical trials. |
| Source of heading or term | fast |
| Authority record control number | (OCoLC)fst00864429 |
| Topical term or geographic name as entry element | Klinisches Experiment. |
| Authority record control number | (DE-588)4164223-5 |
| Source of heading or term | gnd |
| Topical term or geographic name as entry element | Statistik. |
| Authority record control number | (DE-588)4056995-0 |
| Source of heading or term | gnd |
| Topical term or geographic name as entry element | Bias. |
| Authority record control number | (DE-588)4133271-4 |
| Source of heading or term | gnd |
| Topical term or geographic name as entry element | Forschungsplanung. |
| Authority record control number | (DE-588)4155051-1 |
| Source of heading or term | gnd |
| 655 #4 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ratitch, Bohdana, |
| Relator term | author. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Main entry heading | O'Kelly, Michael, author. |
| Title | Clinical trials with missing data. |
| Place, publisher, and date of publication | Chichester, West Sussex : John Wiley & Sons Inc., 2014 |
| International Standard Book Number | 9781118460702 |
| Record control number | (DLC) 2013041088 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Statistics in practice. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="http://onlinelibrary.wiley.com/book/10.1002/9781118762516">http://onlinelibrary.wiley.com/book/10.1002/9781118762516</a> |
| Public note | Wiley Online Library [Free Download only for SUST IP] |
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