Accurate parameter estimation is essential for several reasons: 1. It helps in developing reliable kinetic models. 2. It aids in the optimization of reaction conditions. 3. It allows for the better design of catalytic reactors. 4. It improves the overall understanding of the catalytic mechanisms.