1) According to a survey of households in a particular country, the probability that the residents own 2 cars if their annual household income is over $50,000 is 80%. Of the households surveyed, 60% had incomes over $50,000 and 70% had 2 cars. Find the probability that the residents of a household own 2 cars and have an income over $50,000 a year.
A. 0.12
B. 0.48
C. 0.22
D. 0.18
2) The closing price of a company's stock tomorrow can be lower, higher or the same as today's closing price. Based on the closing price of the stock collected over the last month, 25% of the days the closing price was higher than previous day's closing price, 45% was lower than previous day's and 30% was the same as previous day's. Based on this information, the probability that tomorrow's closing price will be higher than today's is 25%. What probability approach is this an example of?
A. A priori probability
B. Subjective probability
C. Conditional probability
D. Empirical probability
3) The probability that a new advertising campaign will increase sales is assessed as being 0.80. The probability that the cost of developing the new ad campaign can be kept within the original budget allocation is 0.40. Assuming that the two events are independent, find the probability that the cost is kept within budget or the campaign will increase sales.
A. 0.88
B. 0.32
C. 0.68
D. 0.20
4) A company has 2 machines that produce widgets. An older machine produces 23% defective widgets, while the new machine produces only 8% defective widgets. In addition, the new machine produces 3 times as many widgets as the older machine does. What is the probability that a randomly chosen widget produced by the company is defective?
A. 0.1175
B. 0.156
C. 0.078
D. 0.310
Answer:
1.
Given,
P(A) = 0.70
P(A') = 1 - P(A) = 1 - 0.70
= 0.30
P(B) = 0.60
P(B') = 1 - P(B)
= 1 - 0.60
= 0.40
P(A|B) = 0.80
consider,
P(A|B) = P(A and B)/P(B)
substitute values
0.80 = P(A and B)/0.60
P(A and B) = 0.80*0.60
P(A and B) = 0.48
Now,
P(A' and B) = P(B) - P(A and B)
substitute values
= 0.60 - 0.48
= 0.12
So Option A is right answer i.e., 0.12.
4.
To give the required probability
P(A|B) = 8% = 0.08
P(A|B') = 23% = 0.23
P(B) = 0.75
consider,
P(A) = P(A and B) + P(A and B')
where as P(A and B) = P(A|B)*P(B)
substitute values
= 0.08*0.75 + 0.23*(1-0.75)
= 0.08*0.75 + 0.23*0.25
= 0.06 + 0.0575
= 0.1175
Option A is right answer.
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