Ashkan Ertefaie, PhD

My research focuses on developing robust and efficient methodologies that minimize reliance on restrictive modeling assumptions. I am particularly interested in creating methods that integrate machine learning to ensure data-adaptive approaches while maintaining valid statistical inference. My specific areas of expertise include causal inference, individualized treatment strategies, instrumental variable analyses, high-dimensional data analysis, post-selection inference, and survival analysis.