Literature DB >> 3043623

Variance estimation for epidemiologic effect estimates under misclassification.

S Greenland1.   

Abstract

This paper presents basic methods for construction of variance estimators for epidemiologic effect estimates when adjusting for misclassification. Methods are described for differential and non-differential misclassification, and for external and internal estimates of classification rates. The methods take account of sampling variability in both the observed data and the estimated classification rates. The methods are illustrated in a case-control analysis of the association of antibiotic use during pregnancy with sudden infant death syndrome.

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Year:  1988        PMID: 3043623     DOI: 10.1002/sim.4780070704

Source DB:  PubMed          Journal:  Stat Med        ISSN: 0277-6715            Impact factor:   2.373


  25 in total

1.  Carotenoid intakes and risk of breast cancer defined by estrogen receptor and progesterone receptor status: a pooled analysis of 18 prospective cohort studies.

Authors:  Xuehong Zhang; Donna Spiegelman; Laura Baglietto; Leslie Bernstein; Deborah A Boggs; Piet A van den Brandt; Julie E Buring; Susan M Gapstur; Graham G Giles; Edward Giovannucci; Gary Goodman; Susan E Hankinson; Kathy J Helzlsouer; Pamela L Horn-Ross; Manami Inoue; Seungyoun Jung; Polyna Khudyakov; Susanna C Larsson; Marie Lof; Marjorie L McCullough; Anthony B Miller; Marian L Neuhouser; Julie R Palmer; Yikyung Park; Kim Robien; Thomas E Rohan; Julie A Ross; Leo J Schouten; James M Shikany; Shoichiro Tsugane; Kala Visvanathan; Elisabete Weiderpass; Alicja Wolk; Walter C Willett; Shumin M Zhang; Regina G Ziegler; Stephanie A Smith-Warner
Journal:  Am J Clin Nutr       Date:  2012-01-25       Impact factor: 7.045

2.  Regression Analysis for Differentially Misclassified Correlated Binary Outcomes.

Authors:  Li Tang; Robert H Lyles; Caroline C King; Joseph W Hogan; Yungtai Lo
Journal:  J R Stat Soc Ser C Appl Stat       Date:  2015-04       Impact factor: 1.864

3.  Extended Matrix and Inverse Matrix Methods Utilizing Internal Validation Data When Both Disease and Exposure Status Are Misclassified.

Authors:  Li Tang; Robert H Lyles; Ye Ye; Yungtai Lo; Caroline C King
Journal:  Epidemiol Methods       Date:  2013-09-01

4.  Binomial regression with a misclassified covariate and outcome.

Authors:  Sheng Luo; Wenyaw Chan; Michelle A Detry; Paul J Massman; Rachelle S Doody
Journal:  Stat Methods Med Res       Date:  2012-03-15       Impact factor: 3.021

5.  Validation data-based adjustments for outcome misclassification in logistic regression: an illustration.

Authors:  Robert H Lyles; Li Tang; Hillary M Superak; Caroline C King; David D Celentano; Yungtai Lo; Jack D Sobel
Journal:  Epidemiology       Date:  2011-07       Impact factor: 4.822

6.  An augmented estimation procedure for EHR-based association studies accounting for differential misclassification.

Authors:  Jiayi Tong; Jing Huang; Jessica Chubak; Xuan Wang; Jason H Moore; Rebecca A Hubbard; Yong Chen
Journal:  J Am Med Inform Assoc       Date:  2020-02-01       Impact factor: 4.497

7.  A pseudo-likelihood method for estimating misclassification probabilities in competing-risks settings when true-event data are partially observed.

Authors:  Philani B Mpofu; Giorgos Bakoyannis; Constantin T Yiannoutsos; Ann W Mwangi; Margaret Mburu
Journal:  Biom J       Date:  2020-06-10       Impact factor: 2.207

8.  Is probabilistic bias analysis approximately Bayesian?

Authors:  Richard F MacLehose; Paul Gustafson
Journal:  Epidemiology       Date:  2012-01       Impact factor: 4.822

9.  Comparison of bias analysis strategies applied to a large data set.

Authors:  Timothy L Lash; Barbara Abrams; Lisa M Bodnar
Journal:  Epidemiology       Date:  2014-07       Impact factor: 4.822

10.  STRATOS guidance document on measurement error and misclassification of variables in observational epidemiology: Part 2-More complex methods of adjustment and advanced topics.

Authors:  Pamela A Shaw; Paul Gustafson; Raymond J Carroll; Veronika Deffner; Kevin W Dodd; Ruth H Keogh; Victor Kipnis; Janet A Tooze; Michael P Wallace; Helmut Küchenhoff; Laurence S Freedman
Journal:  Stat Med       Date:  2020-04-03       Impact factor: 2.373

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