2: You are a product manager in a (hypothetical) firm SportsTek Inc. You aredeveloping a new virtual training product using AI for athletes to improve their performance.The product is currently being tested for response time improvements on a group of athletes inthree sports: Basketball, Volleyball, and Handball.The data provides you with the average change in the response time in seconds for each of thesegroups. You must find out if there is any significant difference (at 5%) in the improvement in theaverage response time among the three groups.In your response, answer the following questions.1) Write down the null and alternate hypotheses for this test.2) At a 5 % significance level, what is the critical value?3) What is the value of your test statistics?4) Are you going to reject the null or not reject it?5) Explain your decision to the management team