Statistical Analysis of Body Fat and Weight Relationship in Men at Silver’sGymAs a statistical analyst at Silver’s Gym, analyze the relationship between body fat andweight in 252 men attending the gym. Perform the following:1. Calculate andinterpret the mean, median, range, and standard deviation for both body fatand weight. Discuss the importance of these measures.2. Perform a hypothesis test to assess if the average body fat is 20%, using an alpha level of0.05. Report the results and interpret your findings.3. Conduct a regression analysis, including identifying the predictor and response variables,constructing a scatter plot, calculating the correlation coefficient, and adding a regressionline. Interpret the regression equation and its meaning.Word Count Requirement: 1,000–1,300 words.Preview Mode
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