SG#14
Are customers more loyal in the East or in the West? The following table is based on information from a recent study. The columns represent length of customer loyalty (in years) at a primary supermarket. The rows represent regions of the United States.
Less Than 1 Year | 1-2 Years | 3-4 Years | 5-9 Years | 10-14 Years | 15 or More Years | Row Total | |
East | 32 | 36 | 59 | 112 | 77 | 108 | 424 |
Midwest | 31 | 47 | 68 | 120 | 63 | 178 | 507 |
South | 53 | 107 | 93 | 158 | 106 | 205 | 722 |
West | 41 | 32 | 67 | 78 | 45 | 71 | 334 |
Column Total | 157 | 222 | 287 | 468 | 291 | 562 | 1987 |
What is the probability that a customer chosen at random has the following characteristics? (Enter your answers as fractions.)
(a) has been loyal 10 to 14 years
(b) has been loyal 10 to 14 years, given that he or she is from the
East
(c) has been loyal at least 10 years
(d) has been loyal at least 10 years, given that he or she
is from the West
(e) is from the West, given that he or she has been loyal less than
1 year
(f) is from the South, given that he or she has been loyal less
than 1 year
(g) has been loyal 1 or more years, given that he or she
is from the East
(h) has been loyal 1 or more years, given that he or she
is from the West
(i) Are the events "from the East" and "loyal 15 or more years"
independent? Explain.
No. P(loyal 15 or more years) ? P(loyal 15 or more years | East).Yes. These events can occur together. Yes. P(loyal 15 or more years) = P(loyal 15 or more years | East).No. These events cannot occur together.
Probabaility = number of favourable event / total number of
event
a) has been loyal 10 to 14 years
= 291/1987
here total = 1987 and number of people who are loyal in 1014
years = 291
hence 291/1987
(b) has been loyal 10 to 14 years, given that he or she is from the East
P(A |B) = P(A and B)/P(B)
= 77/424
(c) has been loyal at least 10 years
=(291 + 562)/1987
= 853/1987
(d) has been loyal at least 10 years, given that he or she is from
the West
=(45+71)/334
=126/334
(e) is from the West, given that he or she has been loyal less than
1 year
=41/157
(f) is from the South, given that he or she has been loyal less
than 1 year
=53/157
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