solved: Use the dataset “Exercise” . This dataset relates to aerobatic…


Use the dataset “Exercise” . This dataset relates to aerobatic…Use the dataset “Exercise”. This dataset relates to aerobatic exercises. It was measured by the ability to consume oxygen. The reason for their investigation was in order to develop an equation to predict fitness based on the exercise tests rather than excessive and expensive tests. Construct a multiple regression model, include all the predictor variables and provide the estimated multiple regression equation and interpret the R-Square statistic.Create the code to conduct a constancy of error variance (Breusch Pagan) using Oxygen as your Y variable and the rest of the variables as your independent variables. Discuss the results of the Homoscedascity Test using the appropriate hypothesis and provide a conclusion based on error variance. Dataset “Exercise” (provided below)VariablesDescriptionX1age in yearsX7maximum heart rateYoxygen consumptionX5heart rate while restingX6heart rate while runningX4minutes to run 1.5 milesX2weight in kgX1X2YX4X5X6X74489.4744.60911.37621781824075.0745.31310.07621851854485.8454.2978.65451561684268.1559.5718.17401661723889.0249.8749.22551781804777.4544.81111.63581761764075.9845.68111.95701761804381.1949.09110.85641621704481.4239.44213.08631741763881.8760.0558.63481701864473.0350.54110.13451681684587.6637.38814.03561861924566.4544.75411.12511761764779.1547.27310.6471621645483.1251.85510.33501661704981.4249.1568.95441801855169.6340.83610.95571681725177.9146.67210481621684891.6346.77410.25481621644973.3750.38810.08671681685773.3739.40712.63581741765479.3846.0811.17621561655276.3245.4419.63481641665070.8754.6258.92481461555167.2545.11811.08481721725491.6339.20312.88441681725173.7145.7910.47591861885759.0850.5459.93491481554976.3248.6739.4561861884861.2447.9211.5521701765282.7847.46710.553170172 MathStatistics and Probability STAT 1602

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