In: Statistics and Probability
The mean value of land and buildings per acre from a sample of farms is
$1700
with a standard deviation of
$300
The data set has a bell-shaped distribution. Using the empirical rule, determine which of the following farms, whose land and building values per acre are given, are unusual (more than two standard deviations from the mean). Are any of the data values very unusual (more than three standard deviations from the mean)?
$1359
$2504
$1869
$609
$1498
$2270
Which of the farms are unusual (more than two standard deviations from the mean)? Select all that apply.
A.
$2504
B.
$1359
C.
$1498
D.
$1869
E.
$609
F.
$2270
Which of the farms are very unusual (more than three standard deviations from the mean)? Select all that apply.
A.
$2270
B.
$1498
C.
$609
D.
$1869
E.
$2504
F.
$1359
G.
None of the data values are very unusual.
Click to select your answer(s).
The mean value of land and buildings per acre from a sample of farms is
$1700
with a standard deviation of
$300
The data set has a bell-shaped distribution. Using the empirical rule, determine which of the following farms, whose land and building values per acre are given, are unusual (more than two standard deviations from the mean). Are any of the data values very unusual (more than three standard deviations from themean)?
$1359
$2504
$1869
$609
$1498
$2270
Answer)
We need to find z score as z score tells us how many s.d away the given score is from the mean
Z = (x - mean)/s.d
Given mean = 1700
S.d = 300
Z for 1359
Z = (1359-1700)/300 = -1.14
Z for 2504
Z = (2504 - 1700)/300 = 2.68
Z for 1869
Z = (1869-1700)/300 = 0.56
Similarly
Z for 609 = -3.64
Z for 1498 = -0.67
Z for 2270 = (2270-1700)/300 = 1.9
A)
Clearly 2504 and 609 are unusual (as z is greater than 2 and less than -2)
B)
Very unusual = 609 as z score is -3.64