Bias analysis for misclassification in a multicategorical exposure in a logistic regression model

We derive the expressions of asymptotic biases when ignoring the misclassification in a multicategory exposure. For a model with a misclassified exposure variable only, we provide a general conclusion on the direction of the biases under nondifferential misclassification assumption. To better understand the bias formulas, we use a numerical example.

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Year of publication:	2013
Authors:	Liu, Yaqing ; Liu, Juxin ; Zhang, Fuxi
Published in:	Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 83.2013, 12, p. 2621-2626
Publisher:	Elsevier
Subject:	Misclassification \| Nondifferential misclassification \| Bias \| Multicategorical exposure \| Logistic regression

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Type of publication:	Article
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10010709052