Literature DB >> 11491412

A sensitivity analysis for publication bias in systematic reviews.

J B Copas1, J Q Shi.   

Abstract

There is no simple method of correcting for publication bias in systematic reviews. We suggest a sensitivity analysis in which different patterns of selection bias can be tested against the fit to the funnel plot. Publication bias leads to lower values, and greater uncertainty, in treatment effect estimates. Two examples are discussed. An appendix lists the S-plus code needed for carrying out the analysis.

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Year:  2001        PMID： 11491412     DOI： 10.1177/096228020101000402

Source DB:  PubMed          Journal:  Stat Methods Med Res        ISSN： 0962-2802            Impact factor:   3.021


  51 in total

Review 1.  Tobacco and the risk of pancreatic cancer: a review and meta-analysis.

Authors:  Simona Iodice; Sara Gandini; Patrick Maisonneuve; Albert B Lowenfels
Journal:  Langenbecks Arch Surg       Date:  2008-01-12       Impact factor: 3.445

2.  Maximum likelihood estimation and EM algorithm of Copas-like selection model for publication bias correction.

Authors:  Jing Ning; Yong Chen; Jin Piao
Journal:  Biostatistics       Date:  2017-07-01       Impact factor: 5.899

3.  Increased lipid and lipoprotein concentrations in anorexia nervosa: A systematic review and meta-analysis.

Authors:  Alia A Hussain; Christopher Hübel; Mathias Hindborg; Emilie Lindkvist; Annie M Kastrup; Zeynep Yilmaz; René K Støving; Cynthia M Bulik; Jan M Sjögren
Journal:  Int J Eat Disord       Date:  2019-03-28       Impact factor: 4.861

4.  A fully Bayesian application of the Copas selection model for publication bias extended to network meta-analysis.

Authors:  Dimitris Mavridis; Alex Sutton; Andrea Cipriani; Georgia Salanti
Journal:  Stat Med       Date:  2012-07-17       Impact factor: 2.373

Review 5.  Assessing small study effects and publication bias in orthodontic meta-analyses: a meta-epidemiological study.

Authors:  Spyridon N Papageorgiou; Moschos A Papadopoulos; Athanasios E Athanasiou
Journal:  Clin Oral Investig       Date:  2014-02-14       Impact factor: 3.573

Review 6.  The effect of PNPLA3 on fibrosis progression and development of hepatocellular carcinoma: a meta-analysis.

Authors:  Amit G Singal; Hema Manjunath; Adam C Yopp; Muhammad S Beg; Jorge A Marrero; Purva Gopal; Akbar K Waljee
Journal:  Am J Gastroenterol       Date:  2014-01-21       Impact factor: 10.864

7.  Copas-like selection model to correct publication bias in systematic review of diagnostic test studies.

Authors:  Jin Piao; Yulun Liu; Yong Chen; Jing Ning
Journal:  Stat Methods Med Res       Date:  2018-07-31       Impact factor: 3.021

8.  A Bayesian approach to assessing small-study effects in meta-analysis of a binary outcome with controlled false positive rate.

Authors:  Linyu Shi; Haitao Chu; Lifeng Lin
Journal:  Res Synth Methods       Date:  2020-06-17       Impact factor: 5.273

9.  Hybrid test for publication bias in meta-analysis.

Authors:  Lifeng Lin
Journal:  Stat Methods Med Res       Date:  2020-04-15       Impact factor: 3.021

10.  Bayesian mixed treatment comparisons meta-analysis for correlated outcomes subject to reporting bias.

Authors:  Yulun Liu; Stacia M DeSantis; Yong Chen
Journal:  J R Stat Soc Ser C Appl Stat       Date:  2017-03-17       Impact factor: 1.864
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