In: Statistics and Probability
1. A local electronics retailer recently conducted a study on purchasers of large screen televisions. The study recorded the type of television and the credit account balance of the customer at the time of purchase. They obtained the following results.
Credit Balance |
Standard TV |
LCD |
Plasma |
Projection |
Under $200 |
13 |
13 |
40 |
5 |
$200-$800 |
9 |
10 |
23 |
14 |
Over $800 |
16 |
14 |
15 |
32 |
Construct a totals row and column for the table (as I did in several videos). Then answer the following questions:
a. What is the probability of a customer having a credit balance of less than $200 (5 pts.)
b. What is the probability of randomly selecting a customer who purchased a Standard TV and had a credit balance of under $200? (5 pts.)
c. What is the probability of randomly selecting a customer who purchased an LCD or Plasma TV? (5 pts.)
d. What is the probability of randomly selecting a customer who purchased a Plasma TV? (5 pts.)
e. What is the probability of randomly choosing a customer who purchased a Plasma TV given that they had a credit balance of more than $800? (15 pts.)
f. Are the two variables shown in this table, credit balance and type of TV purchased, statistically independent? Please provide a mathematical justification for your answer. (15 pts.)
Credit Balance | Standard TV | LCD | Plasma | Projection | total |
Under $200 | 13 | 13 | 40 | 5 | 71 |
$200-$800 | 9 | 10 | 23 | 14 | 56 |
Over $800 | 16 | 14 | 15 | 32 | 77 |
total | 38 | 37 | 78 | 51 | 204 |
a)
probability of a customer having a credit balance of less than $200 =71/204
b)
probability of randomly selecting a customer who purchased a Standard TV and had a credit balance of under $200 =13/204
c)
probability of randomly selecting a customer who purchased an LCD or Plasma TV=(37+78)/204
=115/204
d)
probability of randomly selecting a customer who purchased a Plasma TV =78/204
e)probability of randomly choosing a customer who purchased a Plasma TV given that they had a credit balance of more than $800 =15/77
f)
as probability of randomly choosing a customer who purchased a Plasma TV given that they had a credit balance of more than $800 is not equal to probability of randomly selecting a customer who purchased a Plasma TV ; therefore variaables credit balance and type of TV purchased are not statistically independent