(Q33856930)

29 July 2017

title

MMRM versus MI in dealing with missing data--a comparison based on 25 NDA data sets (English)

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29 July 2017

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Ohidul Siddiqui

1

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29 July 2017

publication date

1 May 2011

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Journal of Biopharmaceutical Statistics

29 July 2017

published in

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29 July 2017

volume

21

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29 July 2017

issue

3

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29 July 2017

page(s)

423-436

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The impact of missing data and how it is handled on the rate of false-positive results in drug development

29 July 2017

cites work

1 reference

https://api.crossref.org/works/10.1080%2F10543401003777995

Multiple imputation techniques in small sample clinical trials.

21 January 2018

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A comparison of inclusive and restrictive strategies in modern missing data procedures

21 January 2018

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Type I Error Rates from Mixed Effects Model Repeated Measures versus Fixed Effects Anova with Missing Values Imputed via Last Observation Carried Forward

21 January 2018

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https://api.crossref.org/works/10.1080%2F10543401003777995

Sample Selection Bias as a Specification Error

21 January 2018

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https://api.crossref.org/works/10.1080%2F10543401003777995

Missing data in longitudinal studies

21 January 2018

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https://api.crossref.org/works/10.1080%2F10543401003777995

Random-effects models for longitudinal data

21 January 2018

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https://api.crossref.org/works/10.1080%2F10543401003777995

Handling drop-out in longitudinal clinical trials: a comparison of the LOCF and MMRM approaches.

21 January 2018

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https://api.crossref.org/works/10.1080%2F10543401003777995

A multiple imputation strategy for clinical trials with truncation of patient data

21 January 2018

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https://api.crossref.org/works/10.1080%2F10543401003777995

Specification of covariance structure in longitudinal data analysis for randomized clinical trials

21 January 2018

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https://api.crossref.org/works/10.1080%2F10543401003777995

The effect of correlation structure on treatment contrasts estimated from incomplete clinical trial data with likelihood-based repeated measures compared with last observation carried forward ANOVA.

21 January 2018

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https://api.crossref.org/works/10.1080%2F10543401003777995

Accounting for dropout bias using mixed-effects models.

21 January 2018

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https://api.crossref.org/works/10.1080%2F10543401003777995

A comparison of the random-effects pattern mixture model with last-observation-carried-forward (LOCF) analysis in longitudinal clinical trials with dropouts.

21 January 2018

1 reference

https://api.crossref.org/works/10.1080%2F10543401003777995

Inference and missing data

21 January 2018

1 reference

https://api.crossref.org/works/10.1080%2F10543401003777995

MMRM vs. LOCF: a comprehensive comparison based on simulation study and 25 NDA datasets

21 January 2018

1 reference

https://api.crossref.org/works/10.1080%2F10543401003777995

Estimation and comparison of changes in the presence of informative right censoring: conditional linear model

21 January 2018

1 reference

https://api.crossref.org/works/10.1080%2F10543401003777995

10.1080/10543401003777995

21 January 2018

Identifiers

DOI

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29 July 2017

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