Multicollinearity can occur in catalysis research due to several reasons:
Highly Correlated Experimental Conditions: Conditions such as temperature, pressure, and reactant concentrations might be interdependent. Similar Catalyst Properties: Physical and chemical properties of catalysts (e.g., surface area, pore size) may be correlated. Measurement Errors: Errors in measuring catalyst properties or reaction conditions can introduce collinearity.
