Preprocessing is essential and often more complex in multi-way analysis than in two-way cases. Key steps include:
A model that provides unique solutions, which is critical for identifying true underlying chemical compounds (e.g., individual fluorophores in a mixture). Multi-way Analysis: Applications in the Chemica...
Multi-way analysis is the exploratory analysis of datasets organized in three or more dimensions (e.g., samples × variables × conditions). Unlike traditional bilinear methods, these models preserve the multidimensional structure of the data, allowing for better noise handling and more interpretable results. 2. Core Models and Theory Preprocessing is essential and often more complex in