Accounting for independent nondifferential misclassification does not increase certainty that an observed association is in the correct direction
S Greenland, P Gustafson - American journal of epidemiology, 2006 - academic.oup.com
Researchers sometimes argue that their exposure-measurement errors are independent of
other errors and are nondifferential with respect to disease, resulting in estimation bias …
other errors and are nondifferential with respect to disease, resulting in estimation bias …
When measurement errors correlate with truth: surprising effects of nondifferential misclassification
S Wacholder - Epidemiology, 1995 - JSTOR
Most of the literature on the effect of nondifferential misclassification and errors in variables
either addresses binary exposure variables or discusses continuous variables in the …
either addresses binary exposure variables or discusses continuous variables in the …
Bias from nondifferential but dependent misclassification of exposure and outcome
P Kristensen - Epidemiology, 1992 - JSTOR
When misclassification of exposure and disease is nondifferential but not independent of
one another, bias away from the null can result. For dichotomous variables, misclassification …
one another, bias away from the null can result. For dichotomous variables, misclassification …
Brief report: how far from non-differential does exposure or disease misclassification have to be to bias measures of association away from the null?
AM Jurek, S Greenland… - International journal of …, 2008 - academic.oup.com
A well-known heuristic in epidemiology is that non-differential exposure or disease
misclassification biases the expected values of an estimator toward the null value. This …
misclassification biases the expected values of an estimator toward the null value. This …
Things don't always go as expected: the example of nondifferential misclassification of exposure—bias and error
BW Whitcomb, AI Naimi - American journal of epidemiology, 2020 - academic.oup.com
The development of sophisticated methods for analysis of complex epidemiologic data is an
exciting area of methodologic research. However, investigators frequently face more basic …
exciting area of methodologic research. However, investigators frequently face more basic …
Inferences on the potential effects of presumed nondifferential exposure misclassification
H Brenner - Annals of epidemiology, 1993 - Elsevier
In the presentation and discussion of epidemiologic study results, investigators often argue
that their results have to be viewed as conservative due to the occurrence of presumedly …
that their results have to be viewed as conservative due to the occurrence of presumedly …
Varied forms of bias due to nondifferential error in measuring exposure
H Brenner, D Loomis - Epidemiology, 1994 - JSTOR
Continuous exposure variables are frequently categorized in epidemiologic data analysis. It
has recently been shown that such categorization may transform nondifferential error in …
has recently been shown that such categorization may transform nondifferential error in …
Proper interpretation of non-differential misclassification effects: expectations vs observations
AM Jurek, S Greenland, G Maldonado… - International journal of …, 2005 - academic.oup.com
Background Many investigators write as if non-differential exposure misclassification
inevitably leads to a reduction in the strength of an estimated exposure–disease association …
inevitably leads to a reduction in the strength of an estimated exposure–disease association …
Differential misclassification arising from nondifferential errors in exposure measurement
KM Flegal, PM Keyl, FJ Nieto - American journal of …, 1991 - academic.oup.com
Misclassification into exposure categories formed from a continuous variable arises from
measurement error in the continuous variable. Examples and mathematical results are …
measurement error in the continuous variable. Examples and mathematical results are …
Bias due to non-differential misclassification of polytomous confounders
H Brenner - Journal of Clinical Epidemiology, 1993 - Elsevier
This paper addresses potential effects of non-differential misclassification of polytomous
confounders on adjusted exposure-disease associations. Although the degree of …
confounders on adjusted exposure-disease associations. Although the degree of …