Applying Classification and Regression Tree Analysis to Identify Prisoners with High HIV Risk Behaviors
نویسندگان
چکیده
منابع مشابه
Knowledge and high risk behaviors of newly entered students to Tehran University toward HIV/AIDS
Introduction: Statistics indicate increase of HIV/AIDS incidence in Iranian youth. Knowledge and high risk behavior assessment in youth is important in preventive planning of HIV/AIDS. Objective: Present study aimed to determine knowledge and frequency of high risk behaviors about HIV/AIDS among newly accepted students at Tehran University in 2009 in order to use study findings in designing pre...
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Background: Due to the importance of medical studies, researchers of this field should be familiar with various types of statistical analyses to select the most appropriate method based on the characteristics of their data sets. Classification and regression trees (CARTs) can be as complementary to regression models. We compared the performance of a logistic regression model and a CART in predi...
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Introduction A common goal of many clinical research studies is the development of a reliable clinical decision rule, which can be used to classify new patients into clinically-important categories. Examples of such clinical decision rules include triage rules, whether used in the out-of-hospital setting or in the emergency department, and rules used to classify patients into various risk categ...
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Introduction: High-risk behaviors following social problems have grown in all societies and in different age and sexual groups. These behaviors are intentional and the person has little control over their possible side effects, such as smoking, alcohol, drugs, psychotropic drugs, and performing early sexual behaviors. The aim of this study was to analysis family-based care and prevention strate...
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ژورنال
عنوان ژورنال: Journal of Psychoactive Drugs
سال: 2008
ISSN: 0279-1072,2159-9777
DOI: 10.1080/02791072.2008.10400651