Statistical Analysis of Body Fat and Weight Relationship in Men at Silver's Gym

An analysis of the relationship between body fat and weight among men at Silver's Gym, using statistical methods.

Alexander Wilson

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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.

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