Choosing different repeating parameters in dimensional analysis can lead to different dimensionless pi groups, but as long as these groups remain dimensionless, the answers can still be considered correct. Dimensional analysis is fundamentally linked to vector algebra, where quantities with dimensions can be manipulated mathematically. The relationships between dimensions can be expressed through linear isomorphism, allowing for a geometric interpretation in vector space. The discussion emphasizes that the core principles of dimensional analysis remain intact regardless of the specific parameters chosen. Ultimately, the validity of the results hinges on the dimensionless nature of the pi groups derived.