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If a finite population has four elements: 6, 1, 3, 2.

(a) How many different samples of size n = 2 can be selected from this population if you sample without replacement?

(b) List all possible samples of size n = 2.

(c) Compute the sample mean for each of the samples given in part b.

(d) Find the sampling distribution of x.

(e) Compute standard error.

(f) If all four population values are equally likely, calculate the value of the population mean μ . Do any of the samples listed in part (b) produce a value of x exactly equal to μ ?


Let A = {a, 1, c, 3} and B = {-1, 0, 1}





(a) find the Cardinality of A




(b) P(A)




(c) A x B

Which has the higher annual yield, 6% compounded quarterly or 6.25% compounded semiannually?

A retired couple have a fixed income of P3500 per month. Assuming an annual inflation rate of 7%,





what is the purchasing power of their monthly income in 5 years?

Give reason whether the following statements are True or False.

(a) If the probability of non rejection of H0 when H1 is true is 0.4 then power of the test will be 0.6.

(b) If T1 and T2 are two estimators of the parameter θ such that Var(T1) = 1/n and Var(T2) = n then T1 is more efficient than T2.

(c) A 95% confidence interval is smaller than 99% confidence interval.

(d) If the level of significance is the same, the area of the rejection region in a two-tailed test is less than that in a one-tailed test.

(e) Non parametric tests are more powerful than the parametric tests.


Samples of three cards are drawn at random

from a population of eight cards numbered

from 1 to 8.


  1. Construct a histogram of the sampling

distribution of the means.


The numbers of workers of a new fast food restaurant with seven outlets are 9 10 9 11 13 12 and 8 compute the population mean population variance and population standard deviation use the long method

A manufacturer knows that on average 20% of the electric toasters produced require repairs within 1 year after they are sold. When 20 toasters are randomly selected, find appropriate numbers x and y such that



a) the probability that at least x of them will require repairs is less than 0.5;



(b) the probability that at least y of them will not require repairs is greater than 0.8.

1.Show that each of these conditional statements is a tautology by using truth tables.

a) (p∧q)→ p

b) p → (p∨q)

c) ¬p → (p → q)

d) (p∧q)→ (p → q)

e) ¬(p → q)→ p

f) ¬(p → q)→¬q


2.Refer to 1, Show that each of these conditional statements is a tautology by using Propositional Logic


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