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
.