Regression analysis is important in catalysis for several reasons. Firstly, it allows researchers to identify significant factors affecting the catalytic process. Secondly, it helps in the optimization of these factors to maximize yield. Lastly, regression models can predict the behavior of a catalytic system under different conditions, which is essential for scaling up from laboratory to industrial processes.