answer and discuss properly 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) 3. According to the study of Fitbit, a company producing fitness trackers, women typically have higher restingheart rates. Use the R commander output below to test if the same result applies to Dr. Castillejo's gymmembers. Write a brief report about the analysis by identifying the set of hypotheses to be tested, theappropriate test to use, and implications and recommendations of/from the conclusions.R COMMANDER OUTPUTR COMMANDER OUTPUTShapiro-Wilk normality testdata: restpulse_maleShapiro-Wilk normality testrestpulse_femaledata:W = 0.96948, p-value = 0.72155W = 0.94898, p-value = 0.17212R COMMANDER OUTPUTF test to compare two variancesdata: restpulse_male and restpulse_femaleF = 1.3110, num df = 20, denom df = 28, p-value = 0.5002Alternative hypothesis: true ratio of variances is not equal to 1R COMMANDER OUTPUTparametric testdata: restpulse_female and restpulse_male(Female - Male) t = 0.94747, df = 48, p-value = 0.174123alternative hypothesis: true difference in means is greater than 0.R COMMANDER OUTPUTnon-parametric testdata: restpulse_female and restpulse_male(Female - Male) z = -0.84521, df = 48, p-value = 0.19766alternative hypothesis: true location shift is greater than 0

*Answer: Shapiro-Wilk Normality Test Male Female W 0.94898 0.96948 p-value 0.17212…

In physiology, an objective measure of aerobic fitness is how efficiently absorb and use oxygen (oxygen consumption). A physiologist, Dr. Castillejo research wherein subjects participated in a predetermined exercise run Measurements of oxygen consumption as well as several other variables gender, runtime, resting and maximum pulse rates, and weight were reco randomly selected gym members. Dr. Castillejo is interested in determining of these other variables can help predict oxygen consumption. She be possible link between these factors will help her determine how to improve her gym members. o in developing a proposal for the improvement of her gym members' health c cribed below. her male or female he to run 1.5 miles (in min) the gym member in years ght of the gym member (in kg) sumption - measure of the ability to use oxygen in the blood stream (in ml/min) resting pulse rate (in bpm) ulse - maximum pulse rate during the run (in bpm)

In physiology, an objective measure of aerobic fitness is how efficiently absorb and use oxygen (oxygen consumption). A physiologist, Dr. Castillejo research wherein subjects participated in a predetermined exercise run Measurements of oxygen consumption as well as several other variables gender, runtime, resting and maximum pulse rates, and weight were reco randomly selected gym members. Dr. Castillejo is interested in determining of these other variables can help predict oxygen consumption. She be possible link between these factors will help her determine how to improve her gym members. o in developing a proposal for the improvement of her gym members' health c cribed below. her male or female he to run 1.5 miles (in min) the gym member in years ght of the gym member (in kg) sumption - measure of the ability to use oxygen in the blood stream (in ml/min) resting pulse rate (in bpm) ulse - maximum pulse rate during the run (in bpm)

MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

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