In: Statistics and Probability
Terri Vogel, an amateur motorcycle racer, averages 129.52
seconds per 2.5 mile lap (in a 7 lap race) with a standard
deviation of 2.29 seconds . The distribution of her race times is
normally distributed. We are interested in one of her randomly
selected laps. (Source: log book of Terri Vogel) Let X be the
number of seconds for a randomly selected lap. Round all answers to
4 decimal places where possible.
a. What is the distribution of X? X ~ N(,)
b. Find the proportion of her laps that are completed between
128.32 and 129.65 seconds.
c. The fastest 4% of laps are under seconds.
d. The middle 50% of her laps are from seconds to seconds
SlutionA:
X~N(129.52 ,2.29 )
SolutionB:
P(128.32<X<129.65)
use belwo R code:
library(tigerstats)
pnormGC(bound=c(128.32,129.65),region="between", mean=129.52
,sd=2.29,graph=TRUE)
=0.2225
0.2225
c. The fastest 4% of laps are under seconds.
z score for 4%
is qnorm(0.04) = -1.750686
z= -1.750686
z=x-mean/sd
-1.750686=x-129.52 /2.29
x=-1.750686*2.29+129.52
x= 125.5109
x=125.51
he fastest 4% of laps are under 125.51 seconds
Solutiond:
Q1=0.25
z score is -0.6744898
z=xmean/sd
-0.6744898=x-129.52 /2.29
x=-0.6744898*2.29+129.52
x= 127.9754
For Q3
zscore is
qnorm(0.75)
=0.6744898
z=x-mean/sd
0.6744898=x-129.52 /2.29
x=2.29 *0.6744898+129.52
x= 131.0646
x=131.06
The middle 50% of her laps are from 127.98 seconds to 131.06 seconds.