On the Oracle Properties of Bayesian Random Forest for Sparse High-Dimensional Gaussian Regression

OR Olaniran, ARR Alzahrani - Mathematics, 2023 - mdpi.com
Random forest (RF) is a widely used data prediction and variable selection technique.
However, the variable selection aspect of RF can become unreliable when there are more …

[PDF][PDF] A Novel Variable Selection Procedure for Binary Logistic Regression Using Akaike Information Criteria Testing: An Example in Breast Cancer Prediction …

OR Olaniran, SF Olaniran - Turkiye Klinikleri Journal of Biostatistics, 2023 - academia.edu
Objective: Breast cancer is a leading cause of cancer-related death among women
worldwide, with approximately 2.3 million new cases and 685,000 deaths reported in 2020 …