2 papers
stat.ME2025
Predictive Performance Test based on the Exhaustive Nested Cross-Validation for High-dimensional data
Iris Ivy Gauran, Hernando Ombao, Zhaoxia Yu
It is crucial to assess the predictive performance of a model to establish its practicality and relevance in real-world scenarios, particularly for high-dimensional data analysis.…
stat.ME2024
Correlation-Adjusted Simultaneous Testing for Ultra High-dimensional Grouped Data
Iris Ivy Gauran, Patrick Wincy Reyes, Erniel Barrios +1
Epigenetics plays a crucial role in understanding the underlying molecular processes of several types of cancer as well as the determination of innovative therapeutic tools. To inv…