國立虎尾科技大學 |

Analysis of Data from Randomized Controlled Trials = A Practical Guide /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Analysis of Data from Randomized Controlled Trials/ by Jos W.R. Twisk.
其他題名:	A Practical Guide /
作者:	Twisk, Jos W.R.
面頁冊數:	IX, 168 p. 17 illus.online resource. :
Contained By:	Springer Nature eBook
標題:	Biomedicine, general. -
電子資源:	https://doi.org/10.1007/978-3-030-81865-4
ISBN:	9783030818654

Analysis of Data from Randomized Controlled Trials = A Practical Guide /
Twisk, Jos W.R.

Analysis of Data from Randomized Controlled TrialsA Practical Guide /[electronic resource] :by Jos W.R. Twisk. - 1st ed. 2021. - IX, 168 p. 17 illus.online resource.

Introduction -- Analysis of RCT data with one follow-up measurement -- Analysis of RCT data with more than one follow-up measurement -- Analysis of data from a cluster RCT -- Analysis of data from a cross-over trial -- Analysis of data from stepped wedge trials -- Analysis of data from N-of-1 trials -- Dichotomous outcomes -- What to do when only a baseline measurement is available -- Sample size calculations.

This book provides a practical guide to the analysis of data from randomized controlled trials (RCT). It gives an answer to the question of how to estimate the intervention effect in an appropriate way. This problem is examined for different RCT designs, such as RCTs with one follow-up measurement, RCTs with more than one follow-up measurement, cluster RCTs, cross-over trials, stepped wedge trials, and N-of-1 trials. The statistical methods are explained in a non-mathematical way and are illustrated by extensive examples. All datasets used in the book are available for download, so readers can reanalyse the examples to gain a better understanding of the methods used. Although most examples are taken from epidemiological and clinical studies, this book is also highly recommended for researchers working in other fields.

ISBN: 9783030818654

Standard No.: 10.1007/978-3-030-81865-4doiSubjects--Topical Terms:

1253757
Biomedicine, general.

LC Class. No.: QA276-280

Dewey Class. No.: 519.5

Analysis of Data from Randomized Controlled Trials = A Practical Guide /
LDR:02599nam a22003975i 4500 001 1056139
003 DE-He213
005 20211015060523.0
007 cr nn 008mamaa
008 220103s2021 sz | s |||| 0|eng d
020 $a 9783030818654 $9 978-3-030-81865-4
024 7 $a 10.1007/978-3-030-81865-4 $2 doi
035 $a 978-3-030-81865-4
050 4 $a QA276-280
072 7 $a PBT $2 bicssc
072 7 $a MAT029000 $2 bisacsh
072 7 $a PBT $2 thema
082 0 4 $a 519.5 $2 23
100 1 $a Twisk, Jos W.R. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1361460
245 1 0 $a Analysis of Data from Randomized Controlled Trials $h [electronic resource] : $b A Practical Guide / $c by Jos W.R. Twisk.
250 $a 1st ed. 2021.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a IX, 168 p. 17 illus. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
505 0 $a Introduction -- Analysis of RCT data with one follow-up measurement -- Analysis of RCT data with more than one follow-up measurement -- Analysis of data from a cluster RCT -- Analysis of data from a cross-over trial -- Analysis of data from stepped wedge trials -- Analysis of data from N-of-1 trials -- Dichotomous outcomes -- What to do when only a baseline measurement is available -- Sample size calculations.
520 $a This book provides a practical guide to the analysis of data from randomized controlled trials (RCT). It gives an answer to the question of how to estimate the intervention effect in an appropriate way. This problem is examined for different RCT designs, such as RCTs with one follow-up measurement, RCTs with more than one follow-up measurement, cluster RCTs, cross-over trials, stepped wedge trials, and N-of-1 trials. The statistical methods are explained in a non-mathematical way and are illustrated by extensive examples. All datasets used in the book are available for download, so readers can reanalyse the examples to gain a better understanding of the methods used. Although most examples are taken from epidemiological and clinical studies, this book is also highly recommended for researchers working in other fields.
650 2 4 $a Biomedicine, general. $3 1253757
650 1 4 $a Statistical Theory and Methods. $3 671396
650 0 $a Biostatistics. $3 783654
650 0 $a Medicine. $3 644133
650 0 $a Statistics . $3 1253516
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030818647
776 0 8 $i Printed edition: $z 9783030818661
776 0 8 $i Printed edition: $z 9783030818678
856 4 0 $u https://doi.org/10.1007/978-3-030-81865-4
912 $a ZDB-2-SMA
912 $a ZDB-2-SXMS
950 $a Mathematics and Statistics (SpringerNature-11649)
950 $a Mathematics and Statistics (R0) (SpringerNature-43713)