Missing covariate data in clinical research: when and when not to use the missing-indicator method for analysis (Q34174561)

31 July 2017

title

Missing covariate data in clinical research: when and when not to use the missing-indicator method for analysis (English)

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31 July 2017

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5

Douglas G Altman

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31 July 2017

James R Carpenter

4

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Ian R White

series ordinal

2

object named as

Ian R White

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31 July 2017

1

Rolf H H Groenwold

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31 July 2017

A Rogier T Donders

3

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31 July 2017

Karel G M Moons

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6

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31 July 2017

language of work or name

English

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publication date

27 February 2012

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Canadian Medical Association Journal

31 July 2017

published in

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31 July 2017

volume

184

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31 July 2017

issue

11

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31 July 2017

page(s)

1265-1269

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Multiple imputation using chained equations: Issues and guidance for practice

31 July 2017

cites work

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3414599

Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3414599

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3414599

Review: a gentle introduction to imputation of missing values

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3414599

Missing covariate data within cancer prognostic studies: a review of current reporting and proposed guidelines

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3414599

A critical look at methods for handling missing covariates in epidemiologic regression analyses

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3414599

Strategy for intention to treat analysis in randomised trials with missing outcome data

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3414599

Bias and efficiency of multiple imputation compared with complete-case analysis for missing covariate values

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3414599

Missing covariate data in medical research: to impute is better than to ignore

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3414599

Using the outcome for imputation of missing predictor values was preferred.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3414599

Ruling out deep venous thrombosis in primary care. A simple diagnostic algorithm including D-dimer testing.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3414599

Intensive versus standard case management for severe psychotic illness: a randomised trial. UK 700 Group.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3414599

Adjusting for partially missing baseline measurements in randomized trials

28 October 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/22371511

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Unpredictable bias when using the missing indicator method or complete case analysis for missing confounder values: an empirical example

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/22371511

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1503/CMAJ.110977

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31 July 2017

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31 July 2017

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