Question

In: Statistics and Probability

a) The probability that a medical drug will cure a disease is 0.95 if the patient...

a) The probability that a medical drug will cure a disease is 0.95 if the patient has the disease. The probability reduces to 0.10 if the patient doses not have the disease. If 70% of people in a selected community have the disease, find the probability that a person who has been cured actually had the disease.                               [6 marks]

b) A property sales agent estimates the probability of striking a deal will a client as follows:

Sale values (K’000)

4

4.5

5

5.5

6

Probability

0.14

0.26

0.30

0.20

0.10

I) Find the expected sales value.                                                                   [4 marks]

ii) Find the standard deviation of the sales

c) The following table shows, for a group of 12 production workers, the number of months of working experience on a particular process each of them had, and the number of defective items that they produced during a given week.

Worker

A

B

C

D

E

F

G

H

I

J

K

L

Experience(Months)

9

11

8

16

10

14

12

6

4

13

3

11

Number of rejects

produced

24

18

26

14

21

16

22

24

36

20

30

23

You are required to:

I) calculate the coefficient of linear correlation for the data, and comment on the result.                                                                                                          [8 marks]

ii) Determine the coefficient of determination for the data, and explain its implication.

                                                                                                                    [4 marks]

iii) Determine the equation of the least squares regression line, and comments on the values of the coefficient and the constant.                                          

Solutions

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