Random forests for the analysis of matched case–control studies

Keyphrases

• Random Forest 100%
• Conditional Logistic Regression 100%
• Logistic Model Tree 66%
• Machine Learning Techniques 50%
• High Variability 33%
• Random Forest Method 33%
• Traditional Machine Learning 16%
• Interaction Effect 16%
• Accurate Estimation 16%
• Nonlinearity 16%
• Simulation Study 16%
• Flexible Approach 16%
• Cervical Cancer 16%
• Cervical Cancer Screening 16%
• Functional Form 16%
• Exposure Effects 16%
• Covariate Effect 16%
• Explanatory Analysis 16%

Engineering

• Random Forest 100%
• Machine Learning Method 100%
• Interaction Effect 33%
• Functional Form 33%
• Exposure Effect 33%
• Nonlinearity 33%

Mathematics

• Conditional Logistic Regression 100%
• Regression tree 66%
• Simulation Study 16%
• Covariate 16%
• Real-World Data 16%
• Exploratory 16%
• Flexible Approach 16%
• Functional Form 16%
• Interaction Effect 16%
• Nonlinearity 16%