Differential analysis of disease risk assessment using binary logistic regression with different analysis strategies

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15 صفحه اول

Validation and Performance Analysis of Binary Logistic Regression Model

Application of logistic regression modeling techniques without subsequent performance analysis regarding predictive ability of the fitted model can result in poorly fitting results that inaccurately predict outcomes on new subjects. Model validation is possibly the most important step in the model building sequence. Model validity refers to the stability and reasonableness of the logistic regre...

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ژورنال

عنوان ژورنال: Journal of International Medical Research

سال: 2018

ISSN: 0300-0605,1473-2300

DOI: 10.1177/0300060518777173