Clinical trials with missing data: a guide for practitioners
"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 invaluab...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Chichester
Wiley
2014
|
| Ausgabe: | 1. publ. |
| Schriftenreihe: | Statistics in practice
|
| Schlagworte: | |
| Zusammenfassung: | "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 |
| Beschreibung: | Includes bibliographical references (pages 409-421) and index |
| Beschreibung: | XXVII, 439 S. Ill., graph. Darst. 24 cm |
| ISBN: | 9781118460702 1118460707 |
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| 245 | 1 | 0 | |a Clinical trials with missing data |b a guide for practitioners |c Michael O'Kelly ; Bohdana Ratitch |
| 250 | |a 1. publ. | ||
| 264 | 1 | |a Chichester |b Wiley |c 2014 | |
| 300 | |a XXVII, 439 S. |b Ill., graph. Darst. |c 24 cm | ||
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| 490 | 0 | |a Statistics in practice | |
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| 520 | |a "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 | ||
| 650 | 4 | |a Clinical trials | |
| 650 | 4 | |a Missing observations (Statistics) | |
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| id | DE-604.BV042215752 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T01:15:31Z |
| institution | BVB |
| isbn | 9781118460702 1118460707 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027654360 |
| oclc_num | 897820979 |
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| physical | XXVII, 439 S. Ill., graph. Darst. 24 cm |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| publisher | Wiley |
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| series2 | Statistics in practice |
| spelling | O'Kelly, Michael 1954- Verfasser (DE-588)1062795857 aut Clinical trials with missing data a guide for practitioners Michael O'Kelly ; Bohdana Ratitch 1. publ. Chichester Wiley 2014 XXVII, 439 S. Ill., graph. Darst. 24 cm txt rdacontent n rdamedia nc rdacarrier Statistics in practice Includes bibliographical references (pages 409-421) and index "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 Clinical trials Missing observations (Statistics) Clinical trials fast Missing observations (Statistics) fast Ratitch, Bohdana Verfasser aut |
| spellingShingle | O'Kelly, Michael 1954- Ratitch, Bohdana Clinical trials with missing data a guide for practitioners Clinical trials Missing observations (Statistics) Clinical trials fast Missing observations (Statistics) fast |
| title | Clinical trials with missing data a guide for practitioners |
| title_auth | Clinical trials with missing data a guide for practitioners |
| title_exact_search | Clinical trials with missing data a guide for practitioners |
| title_full | Clinical trials with missing data a guide for practitioners Michael O'Kelly ; Bohdana Ratitch |
| title_fullStr | Clinical trials with missing data a guide for practitioners Michael O'Kelly ; Bohdana Ratitch |
| title_full_unstemmed | Clinical trials with missing data a guide for practitioners Michael O'Kelly ; Bohdana Ratitch |
| title_short | Clinical trials with missing data |
| title_sort | clinical trials with missing data a guide for practitioners |
| title_sub | a guide for practitioners |
| topic | Clinical trials Missing observations (Statistics) Clinical trials fast Missing observations (Statistics) fast |
| topic_facet | Clinical trials Missing observations (Statistics) |
| work_keys_str_mv | AT okellymichael clinicaltrialswithmissingdataaguideforpractitioners AT ratitchbohdana clinicaltrialswithmissingdataaguideforpractitioners |