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Author

Hasan Bulut

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Open access Aug 2026

A Robust High-Dimensional MANOVA Test Based on Weighted MRCD Estimation

Classical MANOVA procedures are not directly applicable in high-dimensional settings where the number of variables is comparable to, or exceeds, the sample size, and many existing high-dimensional MANOVA tests remain sensitive to outlying observations. This study proposes a weighted minimum regularized covariance deter...

Hasan Bulut · 0 citations
Open access Jul 2026

Adaptive Wrapped Robust Canonical Correlation Analysis in High-Dimensional Data

Classical canonical correlation analysis becomes numerically unstable when the number of variables is large relative to the sample size and is sensitive to contamination in observations or individual cells. This study develops an integrated robust and regularized procedure that combines bounded cellwise wrapping, shrin...

Hasan Bulut, Müjgan Zobu, V. Saglam · 0 citations

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