Inference for the difference in the area under the ROC curve derived from nested binary regression models.
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DOI: 10.1093/biostatistics/kxw045
Abstract: The area under the curve (AUC) statistic is a common measure of model performance in a binary regression model. Nested models are used to ascertain whether the AUC statistic increases when new factors enter the… read more here.
Keywords: inference difference; difference; new factors; area ... See more keywords
On assessing binary regression models based on ungrouped data.
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DOI: 10.1111/biom.12969
Abstract: Assessing a binary regression model based on ungrouped data is a commonly encountered but very challenging problem. Although tests, such as Hosmer-Lemeshow test and le Cessie-van Houwelingen test, have been devised and widely used in… read more here.
Keywords: assessing binary; regression models; ungrouped data; binary regression ... See more keywords
Binary Regression With a Misclassified Response Variable in Diabetes Data
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DOI: 10.32598/irj.17.1.49
Abstract: Article info: Received: 14 Sep 2018 Accepted: 05 Jan 2019 Available Online: 01 Mar 2019 read more here.
Keywords: diabetes data; response variable; regression misclassified; misclassified response ... See more keywords