Statistical tests are essential in catalysis for several reasons: 1. They help in determining the significance of experimental results. 2. They aid in the optimization of catalytic processes by analyzing data trends. 3. They are used to validate theoretical models and simulations. 4. They ensure reproducibility and reliability of research findings.