In: Statistics and Probability
Question 11
A particular fruit's weights are normally distributed, with a
mean of 701 grams and a standard deviation of 7 grams.
If you pick one fruit at random, what is the probability that it
will weigh between 705 grams and 714 grams.
Question 12
A particular fruit's weights are normally distributed, with a
mean of 626 grams and a standard deviation of 20 grams.
The heaviest 15% of fruits weigh more than how many grams?
Give your answer to the nearest gram.
Question 13
A variable xx is normally distributed with mean 20 and standard
deviation 8.
Round your answers to the nearest hundredth as
needed.
a) Determine the zz-score for x=25x=25.
z=
b) Determine the zz-score for x=15x=15.
z=
c) What value of xx has a zz-score of 0.880.88?
x=
d) What value of xx has a zz-score of −0.3-0.3?
x=
e) What value of xx has a zz-score of 00?
x=
Question 14
The annual rainfall in a certain region is approximately
normally distributed with mean 42.7 inches and standard deviation
5.5 inches. Round answers to the nearest tenth of a percent.
a) What percentage of years will have an annual rainfall of less
than 44 inches? %
b) What percentage of years will have an annual rainfall of more
than 39 inches? %
c) What percentage of years will have an annual rainfall of between
37 inches and 43 inches? %
Question 15
A variable is normally distributed with mean 17 and standard
deviation 3. Use your graphing calculator to find each of the
following areas. Write your answers in decimal form. Round to the
nearest thousandth as needed.
a) Find the area to the left of 19.
b) Find the area to the left of 11.
c) Find the area to the right of 16.
d) Find the area to the right of 20.
e) Find the area between 11 and 27.
Question 16
z = 3 is what percentile?
percentile =
State your answer to the nearest tenth of a percent.
Question 17
Noelle and Ashley began arguing about who did better on their
tests, but they couldn't decide who did better given that they took
different tests. Noelle took a test in Science and earned a 79.4,
and Ashley took a test in English and earned a 67.5. Use the fact
that all the students' test grades in the Science class had a mean
of 75.1 and a standard deviation of 11.5, and all the students'
test grades in English had a mean of 66.9 and a standard deviation
of 10.6 to answer the following questions.
a) Calculate the z-score for Noelle's test
grade.
z=
b) Calculate the z-score for Ashley's test
grade.
z=
c) Which person did relatively better?
Question 18
A population of values has an unknown distribution with
μ=93.3μ=93.3 and σ=65.8σ=65.8. You intend to draw a random sample
of size n=39n=39.
What is the mean of the distribution of sample means?
μx=(Please enter an exact answer.)
What is the standard deviation of the distribution of sample
means?
σx=(Please report your answer accurate to 2 decimal places.)
Question 19
A population of values has a normal distribution with
μ=271.8μ=271.8 and σ=4.6σ=4.6. You intend to draw a random sample
of size n=10n=10.
Round zz to two (2) decimal places and final answer to 4
decimal places.
Find the probability that a single randomly selected value is less
than 275.
P(x<275)=P(x<275)=
Find the probability that a sample of size n=10n=10 is randomly
selected with a mean less than 275.
P(¯x<275)=P(x¯<275)=
11)
µ = 701
σ = 7
we need to calculate probability for ,
P ( 705 < X <
714 )
=P( (705-701)/7 < (X-µ)/σ < (714-701)/7 )
P ( 0.571 < Z <
1.857 )
= P ( Z < 1.857 ) - P ( Z
< 0.57 ) =
0.9684 - 0.7161 =
0.2522 (answer)
12)
µ= 626
σ = 20
P(X≤x) = 0.85
z value at 0.85= 1.0364 (excel formula
=NORMSINV(0.85))
z=(x-µ)/σ
so, X=zσ+µ= 1.036 *20+626
X = 647 (answer)
13) a) Z=(X-µ)/σ= (25-20)/8= 0.63
b) Z=(X-µ)/σ= (15-20)/8=
-0.63
c) X=Zσ+µ=0.88*8+20= 27.04
d) X=Zσ+µ=-0.3*8+20= 17.6
e) X=X=Zσ+µ=0*8+20= 20