In: Statistics and Probability
Q3: Suppose that of all individuals buying a certain personal computer, 60% include a word processing program in their purchase, 40% include a spreadsheet program, and 30% include both types of programs. We are interested in knowing the inclusion of the programs.
a) Write out the sample space for the problem.
b) Find the probability that a word processing program was included given that the selected individual was included a spreadsheet program.
c) Are the vents “word processing program was included” and the event “selected individual was included a spreadsheet program” independent?
GIVEN:
Let W be the event where individuals include a word processing program in their purchase.
Let S be the event where individuals include a spreadsheet program in their purchase.
Probability that individuals include a word processing program in their purchase
Probability that individuals include a spreadsheet program in their purchase
Probability that individuals include both word processing and spreadsheet program in their purchase
(a) SAMPLE SPACE:
The following table is the table of probabilities:
Include Spreadsheet
|
Does not include Spreadsheet
|
TOTAL | |
Include Word processing | 0.30 |
(0.60-0.30) = 0.30 |
0.60 |
Does not Include Word processing |
(0.40-0.30) = 0.10 |
(0.40-0.10)= 0.30 |
(1-0.60) =0.40 |
TOTAL | 0.40 | (1-0.40) = 0.60 | 1.00 |
The sample space for the problem is given by,
(b) PROBABILITY THAT WORD PROCESSING PROGRAM WAS INCLUDED GIVEN THAT SELECTED INDIVIDUAL INCLUDED A SPREADSHEET PROGRAM :
The probability that a word processing program was included given that the selected individual was included a spreadsheet program is given by,
Probability that individuals include both word processing and spreadsheet program in their purchase
Probability that individuals include a spreadsheet program in their purchase
Thus the probability that a word processing program was included given that the selected individual was included a spreadsheet program is given by,
Thus the probability that a word processing program was included given that the selected individual was included a spreadsheet program is .
(c) WHETHER THE EVENTS "WORD PROCESSING PROGRAM WAS INCLUDED" AND "SPREADSHEET PROGRAM WAS INCLUDED" ARE INDEPENDENT:
The two events "WORD PROCESSING PROGRAM WAS INCLUDED" (W) and "SPREADSHEET PROGRAM WAS INCLUDED" (S) are said to be independent is it satisfies the following condition:
Probability that individuals include both word processing and spreadsheet program in their purchase
Since , we conclude that the two events "WORD PROCESSING PROGRAM WAS INCLUDED" (W) and "SPREADSHEET PROGRAM WAS INCLUDED" (S) are dependent.