Applied Mathematics 4 - May 2013
Information Technology (Semester 4)
TOTAL MARKS: 80
TOTAL TIME: 3 HOURS (1) Question 1 is compulsory.
(2) Attempt any three from the remaining questions.
(3) Assume data if required.
(4) Figures to the right indicate full marks. 1 (a) A fair coin is tossed till head appears. What is the expectation of the number of tosses required?(5 marks) 1 (b) Solve using Bisection method
x - cosx = 0. Find the positive root.(5 marks) 1 (c) Solve graphically the following L.P.P.
Maximize, z = x - 2y
Subject to, -x + y ≤ 1
6x + 4y ≥ 24
0 ≤ x ≤ 5, 2 ≤ y ≤ 4(5 marks) 1 (d) The mean value of random sample of 60 items was found to be 145 with standard deviation of 40. Find the 95% confidence limits for the population mean.(5 marks) 2 (a) If p.d.f. of a random variable is given by,
f(x) = x for 0 ≤ x ≤ 1
f(x)=2 - x for 1 ≤ x ≤ 2
Find the m.g.f. and hence find mean and variance.(6 marks) 2 (b) If x1 and x2 are independent normal variates with mean 30 and 25 and variance 16 and 12 respectively and y = 3x1 -x2. Find P(60 ≤ y ≤ 80)(6 marks) 2 (c) Evaluate
(i) Trapezoidal Rule.
(ii) Simpons 1/3rd rule.
(iii) Simpons 3/8th rule.
Take h = 0.25. Compare the results with exact value.(8 marks) 3 (a) Test significance of difference between the means of samples drawn from two normal populations with the following data:
where rxy is coefficient of correlation between x and y.(6 marks) 3 (c) Fit a second degree curve for the following data:
10x + y + z = 12;
2x + 10y + z = 13
2x + 2y + 10z = 14(6 marks) 4 (b) According to theory of proportion of commodity in the four classes A, B, C, D should be 9 : 2 : 4 : 1. In a survey of 1600 items of this commodity the numbers in four classes were 882, 432, 168 and 118. Does this survey support the theory?(6 marks) 4 (c) Find the coefficient of correlation for the following data:
Find the mean, variance and E(2X+1)2.(6 marks) 5 (b) Explain:-
(i) Null Hypothesis.
(ii) Alternate Hypothesis.
(iii) Critical Region.
(iv) Level of Significance.
(v) Types of errors.
(vi) One Tailed Two Tailed Tests.(6 marks) 5 (c) Find f(8) from the data -
2x + y + 4z = 16;
3x + 2y + z = 10
1x + 3y + 3z = 16.(6 marks) 6 (b) How many tosses of a coin are needed so that the probability of getting at least one head is 87.5%?(6 marks) 6 (c) Solve:
Maximize: z = 4x1 +x2 + 3x3 + 5x4;
Subject to, 4x1 - 6x2 - 5x3 - x4 ≤ 2
-3x1 - 2x2 + 4x3 + x4 ≤ 10
-8x1 - 3x2 + 3x3 +2x4 ≤ 20
x1 ,x2, x3, x4 ≥ 0.(8 marks) 7 (a) Find mean and variance of Binomial Distribution.(6 marks) 7 (b) Two batches of 12 animals are taken for test of inoculation. One batch was inoculated and other was not from the data can it be regarded as effective against the disease?