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okay here we have the data for the how College course evaluations basically we have all of these factors um and looking at the overall evaluation uh the overall rating for the course the uh rating of the teaching skills of the instructor the rating of the quality of the tests and exams the rating of the knowled the instructors knowledge of the material the students in anticipated grade and the enrollment of the course were trying to figure out what has the best the most impact on the overall rating and what is the greatest in the best indicator of the overall rating now theres a number of ways to do this we could just do the um we could just do it as a series of individual regressions regress each one of these teaching exams knowledge grade an enrollment to the overall directly without doing a multivariate regression or we could do it all as one and see how it goes lets try it as a multivari regression so were going to look at data data analysis regression my y my what I dont kno