3} {it} points]: Perform the following lCanonical Correlation Analysis on the Young People Survey from Lab 2: PGNFA. Perform a canonical correlation analysis describing the relationships between the hobbies_interests and music variables using the data under the Lab 2: PGAJ'FA in the content folder}. 1. Answer the following questions regarding the canonical correlations. a. Test the null hypothesis that the canonical correlations are all equal to zero. Give your test statistic, d.f., and pvalue. b. Howr many significant canonical variates are there? c. Present the first two canonical correlations {Gancor}? d. What can you conclude from the above analyses? 2. Answer the following questions regarding the canonical valiates. a. Give the formulae for the rst canonical variate for the hobbies_interests and music variables. b. Give the correlations between the rst canonical vanate for hobbies_interests and the music variables. c. What can you conclude from the above analyses