Accounting for bias due to outcome data missing not at random: Comparison and illustration of two approaches to probabilistic bias analysis: a simulation study

Emily Kawabata; Daniel Smith; Gemma L Clayton; Chin Yang Shapland; Tim P.  Morris; Alice R Carter; Alba Fernandez Sanles; Maria C Borges; Kate M Tilling; Gareth J Griffith; Louise A C Millard; George Davey Smith; Debbie A Lawlor; Rach Hughes

Accounting for bias due to outcome data missing not at random: Comparison and illustration of two approaches to probabilistic bias analysis: a simulation study

Emily Kawabata, Daniel Smith, Gemma L Clayton, Chin Yang Shapland, Tim P. Morris, Alice R Carter, Alba Fernandez Sanles, Maria C Borges, Kate M Tilling, Gareth J Griffith, Louise A C Millard, George Davey Smith, Debbie A Lawlor, Rach Hughes

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Original language	English
Journal	BMC Medical Research Methodology
Publication status	Accepted/In press - 21 Oct 2024

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Kawabata, E., Smith, D., Clayton, G. L., Shapland, C. Y., Morris, T. P., Carter, A. R., Fernandez Sanles, A., Borges, M. C., Tilling, K. M., Griffith, G. J., Millard, L. A. C., Davey Smith, G., Lawlor, D. A., & Hughes, R. (Accepted/In press). Accounting for bias due to outcome data missing not at random: Comparison and illustration of two approaches to probabilistic bias analysis: a simulation study. BMC Medical Research Methodology.

@article{4745d3aa06684abbb4d391f5eb8945b8,

title = "Accounting for bias due to outcome data missing not at random: Comparison and illustration of two approaches to probabilistic bias analysis: a simulation study",

author = "Emily Kawabata and Daniel Smith and Clayton, {Gemma L} and Shapland, {Chin Yang} and Morris, {Tim P.} and Carter, {Alice R} and {Fernandez Sanles}, Alba and Borges, {Maria C} and Tilling, {Kate M} and Griffith, {Gareth J} and Millard, {Louise A C} and {Davey Smith}, George and Lawlor, {Debbie A} and Rach Hughes",

year = "2024",

month = oct,

day = "21",

language = "English",

journal = "BMC Medical Research Methodology",

issn = "1471-2288",

publisher = "BioMed Central",

}

Kawabata, E , Smith, D , Clayton, GL , Shapland, CY, Morris, TP, Carter, AR, Fernandez Sanles, A, Borges, MC , Tilling, KM , Griffith, GJ , Millard, LAC , Davey Smith, G , Lawlor, DA & Hughes, R 2024, 'Accounting for bias due to outcome data missing not at random: Comparison and illustration of two approaches to probabilistic bias analysis: a simulation study', BMC Medical Research Methodology.

TY - JOUR

T1 - Accounting for bias due to outcome data missing not at random

T2 - Comparison and illustration of two approaches to probabilistic bias analysis: a simulation study

AU - Kawabata, Emily

AU - Smith, Daniel

AU - Clayton, Gemma L

AU - Shapland, Chin Yang

AU - Morris, Tim P.

AU - Carter, Alice R

AU - Fernandez Sanles, Alba

AU - Borges, Maria C

AU - Tilling, Kate M

AU - Griffith, Gareth J

AU - Millard, Louise A C

AU - Davey Smith, George

AU - Lawlor, Debbie A

AU - Hughes, Rach

PY - 2024/10/21

Y1 - 2024/10/21

M3 - Article (Academic Journal)

SN - 1471-2288

JO - BMC Medical Research Methodology

JF - BMC Medical Research Methodology

ER -