Observations by a statistical watchdog

During more than five decades, the author has kept a critical eye on how statistical methods are (mis-)used in medical research. Some areas are presented where serious statistical mistakes are prevalent. Two investigations with erroneous conclusions are described in detail. Situations where outside...

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Main Author: Adam Taube
Format: Article
Language:English
Published: Upsala Medical Society 2021-02-01
Series:Upsala Journal of Medical Sciences
Subjects:
Online Access:https://ujms.net/index.php/ujms/article/view/5665
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spelling doaj-1b20a80b273a4cc295985369812dc1722021-04-02T21:32:42ZengUpsala Medical SocietyUpsala Journal of Medical Sciences0300-97342000-19672021-02-0112601510.48101/ujms.v126.56655665Observations by a statistical watchdogAdam Taube0Department of Statistics, Uppsala University, PO Box 513, SE-75120 UppsalaDuring more than five decades, the author has kept a critical eye on how statistical methods are (mis-)used in medical research. Some areas are presented where serious statistical mistakes are prevalent. Two investigations with erroneous conclusions are described in detail. Situations where outside authorities have tried to mute medical researchers are also commented upon. The authors own efforts to improve the use of statistical methods and the current situation with easily accessible statistical program packages are described. Finally, the importance of continued ‘statistical cleansing’ is stressed.https://ujms.net/index.php/ujms/article/view/5665selection biasdata torturingstatistical cleansingmultiplicity problemsclinical trialssurvival analysis
collection DOAJ
language English
format Article
sources DOAJ
author Adam Taube
spellingShingle Adam Taube
Observations by a statistical watchdog
Upsala Journal of Medical Sciences
selection bias
data torturing
statistical cleansing
multiplicity problems
clinical trials
survival analysis
author_facet Adam Taube
author_sort Adam Taube
title Observations by a statistical watchdog
title_short Observations by a statistical watchdog
title_full Observations by a statistical watchdog
title_fullStr Observations by a statistical watchdog
title_full_unstemmed Observations by a statistical watchdog
title_sort observations by a statistical watchdog
publisher Upsala Medical Society
series Upsala Journal of Medical Sciences
issn 0300-9734
2000-1967
publishDate 2021-02-01
description During more than five decades, the author has kept a critical eye on how statistical methods are (mis-)used in medical research. Some areas are presented where serious statistical mistakes are prevalent. Two investigations with erroneous conclusions are described in detail. Situations where outside authorities have tried to mute medical researchers are also commented upon. The authors own efforts to improve the use of statistical methods and the current situation with easily accessible statistical program packages are described. Finally, the importance of continued ‘statistical cleansing’ is stressed.
topic selection bias
data torturing
statistical cleansing
multiplicity problems
clinical trials
survival analysis
url https://ujms.net/index.php/ujms/article/view/5665
work_keys_str_mv AT adamtaube observationsbyastatisticalwatchdog
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