answer and discuss properly 7. Moreover, Dr. Castillejo suspects that other than maximum pulse rate (from 152bpm to 196 bpm), othervariables such as gender and weight (from 53.14 to 85.99) also affect the oxygen consumption of the gymmembers. Based on the R commander output below, determine which predictor is linearly related tooxygen consumption. Make sure to interpret all necessary estimates. Also, provide a measure that reportsthe adequacy of the model.R COMMANDER OUTPUT1m (formula = oxygen.consumption weight + maximum.pulse + gender,data = aerobic)Estimate Std. Error t value Pr (>|t|)(Intercept)61.568644.52025 13.620.000***weight-0.208510.07331 -2.840.007***maximum_pulse0.289780.055160.000***5.250.03292 -1.28 0.208gender [male]-0.04201Signif. codes: 0 ***** 0.001 **** 0.01 * 0.05 ¹.¹ 0.1 '11Residual standard error: 0.11373 on 47 degrees of freedomMultiple R-squared: 0.9929, Adjusted R-squared: 0.9925F-statistic: 2155.13 on 3 and 46 DF, p-value: < 2.2e-16 HIn physiology, an objective measure of aerobic fitness is how efficiently the body canabsorb and use oxygen (oxygen consumption). A physiologist, Dr. Castillejo, conducted aresearch wherein subjects participated in a predetermined exercise run of 1.5 miles.Measurements of oxygen consumption as well as several other variables such as age,gender, runtime, resting and maximum pulse rates, and weight were recorded from 50randomly selected gym members. Dr. Castillejo is interested in determining whether anyof these other variables can help predict oxygen consumption. She believes that apossible link between these factors will help her determine how to improve the health ofher gym members.Help Dr. Castillejo in developing a proposal for the improvement of her gym members' health condition. Thevariables are described below.gender- either male or femaleruntime-time to run 1.5 miles (in min)age - age of the gym member in yearsweight - weight of the gym member (in kg)oxygen consumption - measure of the ability to use oxygen in the blood stream (in ml/min)rest pulse - resting pulse rate (in bpm)maximum pulse - maximum pulse rate during the run (in bpm)

Regression are used to determine the linear relationship between two variable, they are independent…

Moreover, Dr. Castillejo suspects that other than maximum pulse rate (from 152bpm to 196 bpm), other variables such as gender and weight (from 53.14 to 85.99) also affect the oxygen consumption of the gym members. Based on the R commander output below, determine which predictor is linearly related to oxygen consumption. Make sure to interpret all necessary estimates. Also, provide a measure that reports the adequacy of the model.