Advanced chemometric algorithm coupled to subspace projection technique between original and pseudo samples: A snapshot of chemical rank estimation for high-order data

► This paper reports a method for accurate chemical rank estimation of high-order data. ► It originally combined chemometric algorithm with subspace projection technique. ► Its performance has been demonstrated by both simulated and experimental data arrays. ► Compared with traditional methods, the new one can deal with more complex situations.