Gujarat Technological UniversitySummer 2026 Examination

GTU 3130006 Probability and Statistics (PS) Summer 2026 Paper Solution & PDF

B.E. · Computer Engineering · Semester 3 · Subject Code: 3130006
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Total Marks70 MarksExternal theory exam
Passing Marks23 Marks33% minimum cutoff
Exam Duration2.5 Hours2:30 PM – 5:00 PM
Paper Structure5 QuestionsWith internal OR choices
Jump toQ1Q2Q3Q4Q5

Question 1

14 MarksMedium
(a)

A committee of 4 people is to be appointed from 3 teachers, 4 health officers, 2 security personnel and 1 chartered accountant. Find the probability of forming the committee so that the chartered accountant is mandatorily present in the committee.

3 Marks
(b)

A student doing his online homework on a regular basis has a chance of 83 percent to get a good grade; but the chance drops to 58 percent if he doesn’t do the homework regularly. The student figures out that he has only 69 percent chance of doing the homework regularly. What is his chance of not getting a good grade in the course?

4 Marks
(c)

From a vessel containing 3 white and 5 black balls, 4 balls are transferred into an empty vessel. From this new vessel, a ball is drawn and is found to be white. What is the probability that out of the 4 balls transferred, 3 are white and 1 is black?

7 Marks

Question 2

14 MarksMedium
(a)

Two variates have the regression lines as x + 4y + 3 = 0 and 4x + 9y + 5 = 0. Find the correlation coefficient.

3 Marks
(b)

If 𝑝(𝑥) = 𝑥/15; 𝑥 = 1, 2, 3, 4, 5 = 0, otherwise

iFind 𝑃(𝑋 = 1 or 2)
iiFind 𝑃(1/2 < 𝑋 < 5/2 | 𝑋 > 1)
4 Marks
(c)

A car hire firm has two cars, which it hires out day by day. The number of demands for a car on each day is distributed as a Poisson distribution with mean 1.5. Calculate the proportion of days on which (i) neither car is used (ii) some demand is refused.

7 Marks
OR OPTION
(c)

The joint probability function of X and Y is given as f (x, y) = , . Evaluate P (1 < X + Y < 2).

7 Marks

Question 3

14 MarksMedium
(a)

A random variable X with unknown probability distribution has a mean 8 and standard deviation 3. Evaluate the bounds on P (- 4 < X < 20).

3 Marks
(b)
Fit the curve to the given data:

x 61 26 7 2.6 y 350 400 500 600

4 Marks
(c)

Find the coefficient of variation of the marks obtained by the students of a college: Marks : 20-30 30-40 40-50 50-60 60-70 No. of Students : 2 35 46

7 Marks
OR OPTION
(a)

A sample of 12 fathers and their eldest sons gave the following data about their height in inches. Calculate coefficient of rank correlation. Father: 65 63 67 64 68 62 70 66 68 67 69 71 Son : 68 66 68 65 69 66 68 65 71 67 68 70

3 Marks
(b)

An incomplete frequency distribution is given with N = 229 and median = 46. Determine the missing frequencies. Obs. 10-20 20-30 30-40 40-50 50-60 60-70 70-80 Freq. 12 30 ? 65 ? 25 18

4 Marks
(c)

Obtain the line of regression of monthly sales (Y) on advertisement expenditure (X) and estimate the monthly sales when the company will spend Rs. 50,000 on advertisement, if the data on X and Y are as follows: Y (in lac) : 74 76 60 68 79 70 71 94 X (in thousand) : 43 44 36 38 47 40 41 54

7 Marks

Question 4

14 MarksMedium
(a)

The arrival rate of cars at a gas station is 40 customers per hour. What is the probability of having no arrival of cars in a 5 minute interval?

3 Marks
(b)

The standard deviations calculated from two random samples of sizes 9 and 13 are 2.1 and 1.8 respectively. May the samples be regarded as drawn from normal populations with the same standard deviation? (Test at 5% significance level)

4 Marks
(c)

In a flu epidemic, 500 persons contracted the disease. 200 receives no serum treatment and of these 75 died. Of those who did receive serum treatment, 65 died. Was the serum treatment effective? Use test at 1% significance level.

7 Marks
OR OPTION
(a)

In a distribution exactly normal, 10.03% of the items are under 25 kg weight and 89.97% of the items are under 70 kg weight. What are the mean and standard deviation of the distribution?

3 Marks
(b)

A machine produced 20 defective articles in a batch of 400. After overhauling, it produced 10 defectives in a batch of 300. Has the machine improved? (Test at 5% level of significance)

4 Marks
(c)
Fit a second degree parabola to the data:

x 1 2 3 4 5 6 7 8 9 y 2 6 7 8 10 11 11 10

7 Marks

Question 5

14 MarksMedium
(a)

The mean weekly sales of soap bars was 146.3 bars per store. After an advertising campaign, the mean weekly sales in 22 stores for a typical week increased to 153.7 with standard deviation of 17.2. Was the advertising campaign successful? ( Test at 5% level)

3 Marks
(b)

A test is carried out to check the efficiency of both the factories ascertaining the variability of the life of the bulbs produced by each factory. The results are as follows: Factory A Factory B Standard deviation of lifetime (hours) 240 220 No. of bulbs in sample 100 200 Determine whether the difference between the variability of life of light bulbs from the two factories is significant (Test at 1% level).

4 Marks
(c)

In his experiments on pea-breeding, Mendel obtained the following frequencies of seeds: Class Observed Frequency Round and yellow 315 Wrinkled and yellow 101 Round and green 108 Wrinkled and green 32 Total 556 Theory predicts that the frequencies should be in the proportions 9 : 3 : 3 : 1. Use test to examine the correspondence between theory and observations at 5% significance level.

7 Marks
OR OPTION
(a)

The correlation coefficient between income and food expenditure for sample of 7 household from a low income group is 0.9. Using 1% level of significance, test whether the correlation coefficient between incomes and food expenditure is positive. Assume that the population of both variables are normally distributed.

3 Marks
(b)

A machine part was designed to withstand an average pressure of 120 units. A random sample of size 100 from a large batch was tested and it was found that the average pressure which these parts can withstand is 105 units with a standard deviation of 20 units. Test at 1% significance level whether the batch meets the specification.

4 Marks
(c)
The following table gives the joint distribution of X and Y:

Y X 0 1 2 1 0.3 0.2 0.1 2 0.1 0 0.3 Are X and Y independent?

7 Marks
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About this Examination Paper & Attribution

Official Gujarat Technological University (GTU) examination paper and step-by-step solutions for Probability and Statistics (PS) (Summer 2026, B.E. · Computer Engineering, Sem 3). Features complete 70-mark regular & remedial examination pattern, official marking distribution across all 5 questions, and direct 1-click official PDF download.

Transcribed for student exam preparation from Gujarat Technological University official examination archives. Questions, syllabus guidelines, and curriculum marking schemes remain the intellectual property of Gujarat Technological University.

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