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Random sample of n=65 measurements is obtained from a population with µ=20 and σ²=400. Describe the sampling distribution for the sample means by computing µ˜x and σ2˜x. Consider a sampling without replacement.
Five people are selected to make up a committee.If there are 5 students,6 parents and 6 village leaders. Find the probability that 2 students are in the committee?
A researcher wishes to see if there is a difference in the cholesterol levels of two groups of men. A random sample of 30 men between the ages of 25 and 40 is selected and tested. The average level is 223 with standard deviation of 6. A second sample of 25 men between the ages of 41 and 56 is selected and tested. The average of this group is 229 with standard deviation of 11. Use α = 0.01, to test the difference in the cholesterol levels between the two groups. What is the critical value and the computed test statistic?

Let A be square matrix which of the following statements is correct?

A. A-A^T and (-A^TA^T) are symmetric

B. A+A^T is symmetric and (-A^TA^T) is skew symmetric

C.(-AA^T) is symmetric

D. A^TA and A+A^T are symmetric


Consider the following data:

x 3 7 8 10 12

y 7 10 12 12 16

a) calculate the covariance and correlation coefficient between variables x and y

b) identify the relationship between 2 variables

c) compare the coefficent of variation (CV) between both variables


yamaha is giving away a free motorbike to one of their 155 best customers. In this group, 55 are women, 70 are married and 40 are married men. The marital status can be only married or single.

(a) what is the probability that the motorbike will be awarded to someone who is single?

(b) given the winner is married, what is the probability that it is a woman?


A public utility noted that the monthly electricity usage (measured in kilowatt-hours) by certain residential users is normally distributed with a mean of 1040. If the monthly electricity usage of a sample of 15 randomly selected users yielded a variance of 6500, what is the probability that their mean electrical usage exceeds 1100?
In a certain experiment to compare two types of drugs A and B, the following results of increase in weights (in kg.) were observed in 5 persons. Person number 1 2 3 4 5 Increase weight in kg. Drug A 3.6 5.5 5.9 4.1 1.4 Drug B 4.5 3.6 5.5. 6.8 2.7 (i) Assuming that the two samples of persons are independent; can we conclude that the drug B is better than drug A? (ii) Also, examine the case when the same set of 5 persons was used in both the drugs.

1.    10 fair die are rolled. Find the expected value of the sum of the faces showing.

2.    An urn contains 2 red chips and 3 white chips.

a.    Two are drawn out at random without replacement. Let X denote the number of red chips in the sample. Calculate Var(X).

b.    Calculate Var(X) if the sampling is done with replacement.


1.    Ajouin and Genie are a happy couple and have 4 lovely children. Is it more likely they will have two boys and two girls or three of the same sex and one of the other? Assume that the probability of a child being a boy is 0.5 and that the births are independent events. (5 points)

2.    A fair die is rolled 4 times. Let the random variable X denote the number of sixes that appear. Find FX(x). (5 points)


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