High Dimensional Statistical Analysis and its Application to ALMA Map of NGC 253

Tsutomu T. Takeuchi, Kazuyoshi Yata, Kento Egashira +6

In astronomy, if we denote the dimension of data as $d$ and the number of samples as $n$, we often meet a case with $n\ll d$. Traditionally, such a situation is regarded as ill-po…