Preventing and treating missing data in longitudinal clinical trials : (Record no. 3969)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02938cam a2200361 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 17524011 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250201161614.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 121108s2013 enka b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
| LC control number | |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781107031388 (hardback) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1107031389 (hardback) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781107679153 (paperback) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 110767915X (paperback) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | KUSN |
| Language of cataloging | eng |
| Transcribing agency | KUSN |
| Description conventions | rda |
| Modifying agency | KUSN |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | R853.C55 |
| Item number | M3374 2013 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Mallinckrodt, Craig H., |
| Dates associated with a name | 1958- |
| 9 (RLIN) | 5629 |
| 245 12 - TITLE STATEMENT | |
| Title | Preventing and treating missing data in longitudinal clinical trials : |
| Remainder of title | a practical guide / |
| Statement of responsibility, etc | Craig H. Mallinckrodt. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | New York: |
| Name of publisher, distributor, etc | Cambridge University press, |
| Date of publication, distribution, etc | c2013 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xviii, 165 p : |
| Other physical details | ill ; |
| Dimensions | 26 cm. |
| 490 0# - SERIES STATEMENT | |
| Series statement | Practical guides to biostatistics and epidemiology |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references (p. 153-159) and index. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | CONTENTS Part I. Background and Setting: 1. Why missing data matter; 2. Missing data mechanisms; 3. Estimands; Part II. Preventing Missing Data: 4. Trial design considerations; 5. Trial conduct considerations; Part III. Analytic Considerations: 6. Methods of estimation; 7. Models and modeling considerations; 8. Methods of dealing with missing data; Part IV. Analyses and the Analytic Road Map: 9. Analyses of incomplete data; 10. MNAR analyses; 11. Choosing primary estimands and analyses; 12. The analytic road map; 13. Analyzing incomplete categorical data; 14. Example; 15. Putting principles into practice. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "Recent decades have brought advances in statistical theory for missing data, which, combined with advances in computing ability, have allowed implementation of a wide array of analyses. In fact, so many methods are available that it can be difficult to ascertain when to use which method. This book focuses on the prevention and treatment of missing data in longitudinal clinical trials. Based on his extensive experience with missing data, the author offers advice on choosing analysis methods and on ways to prevent missing data through appropriate trial design and conduct. He offers a practical guide to key principles and explains analytic methods for the non-statistician using limited statistical notation and jargon. The book's goal is to present a comprehensive strategy for preventing and treating missing data, and to make available the programs used to conduct the analyses of the example dataset"-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Clinical trials |
| Form subdivision | Longitudinal studies. |
| 9 (RLIN) | 5630 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Medical sciences |
| General subdivision | Statistical methods. |
| 9 (RLIN) | 5631 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Regression analysis |
| General subdivision | Data processing. |
| 9 (RLIN) | 5632 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | MEDICAL / Biostatistics. |
| Source of heading or term | bisacsh |
| 9 (RLIN) | 5633 |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Cover image |
| Uniform Resource Identifier | http://assets.cambridge.org/97811070/31388/cover/9781107031388.jpg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Koha item type | Books |
| Price effective from | Date last seen | Permanent Location | Not for loan | Date acquired | Source of classification or shelving scheme | Koha item type | Lost status | Withdrawn status | Copy number | Source of acquisition | Shelving location | Damaged status | Barcode | Current Location | Public note | Full call number |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2025-02-01 | 2025-02-01 | KAMPALA UNIVERSITY NURSING SCHOOL | 2025-02-01 | Books | 1 | PURCHASE | General Section | 2025-0085 | KAMPALA UNIVERSITY NURSING SCHOOL | item available in hard copy | W20.5. M254 2013 | |||||
| 2025-02-01 | 2025-02-01 | KAMPALA UNIVERSITY NURSING SCHOOL | 2025-02-01 | Books | 2 | PURCHASE | General Section | 2025-0086 | KAMPALA UNIVERSITY NURSING SCHOOL | item available in hard copy | W20.5. M254 2013 | |||||
| 2025-02-01 | 2025-02-01 | KAMPALA UNIVERSITY NURSING SCHOOL | 2025-02-01 | Books | 3 | PURCHASE | General Section | 2025-0087 | KAMPALA UNIVERSITY NURSING SCHOOL | item available in hard copy | W20.5. M254 2013 | |||||
| 2025-02-01 | 2025-02-01 | KAMPALA UNIVERSITY NURSING SCHOOL | 2025-02-01 | Books | 4 | PURCHASE | General Section | 2025-0088 | KAMPALA UNIVERSITY NURSING SCHOOL | item available in hard copy | W20.5. M254 2013 | |||||
| 2025-02-01 | 2025-02-01 | KAMPALA UNIVERSITY NURSING SCHOOL | 2025-02-01 | Books | 5 | PURCHASE | General Section | 2025-0089 | KAMPALA UNIVERSITY NURSING SCHOOL | item available in hard copy | W20.5. M254 2013 |