In: Statistics and Probability
In a sales effectiveness seminar, a group of sales representatives tried two approaches to selling a customer a new automobile: the aggressive approach and the passive approach. For 1160 customers, the following record was kept:
Sale | No Sale | Row Total | |
Aggressive | 277 | 303 | 580 |
Passive | 471 | 109 | 580 |
Column Total | 748 | 412 | 1160 |
Suppose a customer is selected at random from the 1160 participating customers. Let us use the following notation for events: A = aggressive approach, Pa = passive approach, S = sale, N = no sale. So, P(A) is the probability that an aggressive approach was used, and so on.
(a) Compute P(S), P(S | A), and P(S | Pa). (Enter your answers as fractions.)
P(S) = | |
P(S | A) = | |
P(S | Pa) = |
(b) Are the events S = sale and Pa = passive
approach independent? Explain.
No. The two events cannot occur together. Yes. P(S) = P(S | Pa). No. P(S) ≠ P(S | Pa). Yes. The two events can occur together.
(c) Compute P(A and S) and P(Pa and
S). (Enter your answers as fractions.)
P(A and S) = | |
P(Pa and S) = |
(d) Compute P(N) and P(N |
A). (Enter your answers as fractions.)
P(N) = | |
P(N | A) = |
(e) Are the events N = no sale and A aggressive
approach independent? Explain.
Yes. The two events can occur together. No. The two events cannot occur together. No. P(N) ≠ P(N | A). Yes. P(N) = P(N | A).
(f) Compute P(A or S). (Enter your answer as a
fraction.)
P(A or S) =
GIVEN:
The contingency table which displays the record of sales representatives who tried two approaches to selling a customer a new automobile: the aggressive approach and the passive approach for 1160 customers.
Sale (S) | No sale (N) | Row total | |
Aggressive (A) | 277 | 303 | 580 |
Passive (Pa) | 471 | 109 | 580 |
Column total | 748 | 412 | 1160 |
SOLUTION:
(a) Compute
,
, and
:
Given that total number of customers
The probability of selling a new automobile is given by,
The probability of selling a
new automobile is
.
The probability of selling a new automobile given that aggressive approach was used is given by,
Let us first calculate the probabilityof selling a new automobile and aggressive approach used:
Next let us calculate the probability that an aggressive approach was used:
Now the probability of selling a new automobile given that aggressive approach was used is given by,
The probability of selling a
new automobile given that aggressive approach was used is
.
The probability of selling a new automobile given that passive approach was used is given by,
Let us first calculate the probabilityof selling a new automobile and passive approach used:
Next let us calculate the probability that passive approach was used:
Now the probability of selling a new automobile given that passive approach was used is given by,
The probability of selling a
new automobile given that passive approach was used is
.
(b) Are the events S = sale and Pa = passive approach independent?
The two events A and B are said to be independent if,
From part (a) we found that the
probability of selling a new automobile given that passive approach
was used is
and the probability of selling a new automobile is
.
Since
is not equal to
, the two events S = sale and Pa = passive
approach are not independent. The two events can occur
together.
(c) Compute
and
:
The probability of selling a new automobile and aggressive approach used is given by,
The probability of selling a new automobile and passive approach used is given by,
(d) Compute
and
:
The probability of not selling a new automobile is given by,
The probability of not selling a new
automobile is
.
The probability of not selling a new automobile given that aggressive approach was used is given by,
Let us first calculate the probability of not selling a new automobile and aggressive approach used:
Next let us calculate the probability that an aggressive approach was used:
Now the probability of not selling a new automobile given that aggressive approach was used is given by,
The probability of not
selling a new automobile given that aggressive approach was used is
.
(e) Are the events N = no sale and A aggressive approach independent?
The two events A and B are said to be independent if,
From part (d) we found that the
probability of not selling a new automobile given that aggressive
approach was used is
and the probability of not selling a new automobile is
.
Since
is not equal to
,
the two events N = no sale and A aggressive
approach are not independent. The two events can occur
together.
(f) Compute :
The probability that aggressive approach was used or selling a new automobile is,
We know that the probability that an
aggressive approach was used
, the probability of selling a new automobile
and the probability of selling a new automobile and aggressive
approach used
.
Using these probabilities in the formula given:
The probability that
aggressive approach was used or selling a new automobile is
.