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All questions of Statistics for Mathematics Exam

What is the probability that a divisor of 1099 is a multiple of 1096?
  • a)
    1/625
  • b)
    4/625
  • c)
    12/625
  • d)
    16/625
Correct answer is option 'A'. Can you explain this answer?

Chirag Verma answered
p(multiple of 10% |divisor of 1099)

Since 10 = 2.5 
1099 = 299 . 599 
Any divisor of 1099 is of the form 2a . 5b where 0 ≤ a ≤ 99 and 0 ≤ b ≤ 99.
The number of such possibilities is combination of 100 values of a and 100 values of b = 100 × 100 each of which is a divisor of 1099
So, no. of divisors of 1099 = 100 × 100. 
Any number which is a multiple of 1096 as well as divisor of 1099 is of the form 2a . 5b where 96 ≤  a ≤  99 and 96 ≤ b ≤  99. The number of such combinations of 4 values of a and 4 values of b is 4 × 4 combinations, each of which will be a multiple of 1096 as well as a divisor of 1099
∴ p(multiple of 1096|divisor of 1099

Poisson's ratio for a metal is 0.35. Neglecting piezo-resistance effect, the gage factor of a strain gage made of this metal is
  • a)
    0.65
  • b)
    1
  • c)
    1.35
  • d)
    1.70
Correct answer is option 'D'. Can you explain this answer?

Aryan Verma answered
Explanation:

Poisson's ratio:
- Poisson's ratio (ν) is a measure of the amount of transverse strain that results from a given axial strain.
- It is given by the formula: ν = -ε_transverse / ε_axial, where ε is strain.

Gage factor:
- The gage factor (GF) of a strain gage is defined as the ratio of the relative change in resistance (ΔR/R) to the strain (ε) being measured.
- It is given by the formula: GF = ΔR / R / ε.

Calculation:
- Poisson's ratio (ν) = 0.35
- For a metal, the relationship between Poisson's ratio and gage factor is given by the formula: GF = 2(1 + ν)
- Substituting the value of Poisson's ratio into the formula, we get: GF = 2(1 + 0.35) = 2(1.35) = 2.70
Therefore, the gage factor of a strain gage made of this metal is 1.70. The correct answer is option 'D'.

Suppose we uniformly and randomly select a permutation from the 20! permutations of 1, 2, 3 ….., 20. What is the probability that 2 appears at an earlier position that any other even number in the selected permutation? 
  • a)
    1/2
  • b)
    1/10
  • c)
    9!/20!
  • d)
    None of these
Correct answer is option 'D'. Can you explain this answer?

Veda Institute answered
Number of permutations with ‘2’ in the first position = 19! 
Number of permutations with ‘2’ in the second position = 10 × 18! 
(fill the first space with any of the 10 odd numbers and the 18 spaces after the 2 with 18 of the remaining numbers in 18! ways) 
Number of permutations with ‘2’ in 3rd position = 10 × 9 × 17! 
(fill the first 2 places with 2 of the 10 odd numbers and then the remaining 17 places with remaining 17 numbers)
and so on until ‘2’ is in 11th place. After that it is not possible to satisfy the given condition, since there are only 10 odd numbers available to fill before the ‘2’. So the desired number of permutations which satisfies the given condition is
19! + 10 x 18! + 10 x 9 x 17! + 10 x 9 x 8 x 16!+ .... + 10! x 9!
Now the probability of this happening is given by

Which is clearly not choices (a),(b) or (c)
Thus, Answer is (d) none of these.

Consider a company that assembles computers. The probability of a faulty assembly of any computer is p. The company, therefore, subjects each computer to a testing process. This testing process gives the correct result for any computer with a probability of q.
What is the probability of a computer being declared faulty?
  • a)
    pq + (1-p)(1-q)
  • b)
    (1-q)p
  • c)
    (1-p)q
  • d)
    pq
Correct answer is option 'A'. Can you explain this answer?

Probability of a computer being declared faulty

To calculate the probability of a computer being declared faulty, we need to consider the probabilities of two independent events: the assembly of a faulty computer and the testing process giving the correct result.

Given Information:
- Probability of a faulty assembly of any computer: p
- Probability of the testing process giving the correct result: q

Approach:
To find the probability of a computer being declared faulty, we need to consider two scenarios:
1. The computer is faulty and the testing process gives the correct result.
2. The computer is not faulty and the testing process gives an incorrect result.

Scenario 1: The computer is faulty and the testing process gives the correct result.
The probability of a computer being faulty is p, and the probability of the testing process giving the correct result is q. Since these two events are independent, we can multiply their probabilities to find the probability of both events occurring simultaneously. Therefore, the probability of a computer being faulty and the testing process giving the correct result is pq.

Scenario 2: The computer is not faulty and the testing process gives an incorrect result.
The probability of a computer not being faulty is (1 - p), and the probability of the testing process giving an incorrect result is (1 - q). Again, since these two events are independent, we can multiply their probabilities to find the probability of both events occurring simultaneously. Therefore, the probability of a computer not being faulty and the testing process giving an incorrect result is (1 - p)(1 - q).

Conclusion:
The probability of a computer being declared faulty is the sum of the probabilities from both scenarios:
- Scenario 1: pq
- Scenario 2: (1 - p)(1 - q)

Therefore, the total probability of a computer being declared faulty is pq + (1 - p)(1 - q).

If the difference between the expectation of the square of a random variable ( E [X])2 is denoted by R, then
  • a)
    R = 0
  • b)
    R< 0 
  • c)
    R ≥ 0
  • d)
    R > 0
Correct answer is option 'C'. Can you explain this answer?

Aditi Singh answered
= 0 implies that the variable X has no variance or variability. In other words, it means that X always takes on the same value, so there is no difference between the expected value of X squared and the square of the expected value of X. This is a special case and not true for most random variables.

b) R > 0 implies that the variable X has some variance or variability. In this case, there is a difference between the expected value of X squared and the square of the expected value of X. This is the more typical scenario for random variables.

A program consists of two modules executed sequentially. Let f1 (t) and f2 (t) respectively denote the probability density functions of time taken to execute the two modules. The probability density function of the overall time taken to execute the program is given by
  • a)
    f1( t ) + f2( t )
  • b)
  • c)
  • d)
    max {f1(t), f2(t)}
Correct answer is option 'C'. Can you explain this answer?

Veda Institute answered
Let the time taken for first and second modules be represented by x and y and 
total time = t.
and y and total time = t.
∴ t = x + y is a random variable
Now the joint density function 

which is also called as convolution of f1 and f2, abbreviated as f1* f2.

Two dices are rolled simultaneously. The probability that the sum of digits on the top surface of the two dices is even, is
  • a)
    0.5
  • b)
    0.25
  • c)
    0.167
  • d)
    0.125
Correct answer is option 'A'. Can you explain this answer?

Chirag Verma answered
Here sample space S = 6 x 6 = 36
Total no. of way in which sum of digits on the top surface of the two dice is even is 18.
∴ The require probability = 18/36 = 0.5.

The probability that there are 53 Sundays in a randomly chosen leap year is 
  • a)
    1/7
  • b)
    1/14
  • c)
    1/28
  • d)
    2/7
Correct answer is option 'D'. Can you explain this answer?

Chirag Verma answered
No. of days in a leap year are 366 days. In which there are 52 complete weeks and 2 days extra.
This 2 days may be of following combination.
1. Sunday & Monday
2. Monday & Tuesday
3. Tuesday & Wednesday
4. Wednesday & Thursday
5. Thursday & Friday
6. Friday & Saturday
7. Saturday & Sunday
There are two combination of Sunday in (1.) and (7).
∴ Required probability
= 2/7

There are two containers, with one containing 4 Red and 3 Green balls and the other containing  Blue and 4 Green balls. One bal is drawn at random form each container. The probability that one of the ball is Red and the other is Blue will be 
  • a)
    1/7
  • b)
    9/49
  • c)
    12/49
  • d)
    3/7
Correct answer is option 'C'. Can you explain this answer?

Rohan Mathur answered
Introduction
To find the probability that one ball drawn is Red and the other is Blue, we will analyze the contents of the two containers and calculate the respective probabilities.
Container Contents
- Container 1: 4 Red balls, 3 Green balls
- Container 2: 0 Blue balls, 4 Green balls (we'll assume it contains X Blue balls)
Calculating Probabilities
1. Total Balls in Each Container:
- Container 1: 4 Red + 3 Green = 7 Balls
- Container 2: X Blue + 4 Green = (X + 4) Balls
2. Probability of Drawing a Red Ball:
- From Container 1: P(Red) = Number of Red Balls / Total Balls = 4/7
3. Probability of Drawing a Blue Ball:
- From Container 2: P(Blue) = Number of Blue Balls / Total Balls = X/(X + 4)
4. Combined Probability:
- The event of drawing a Red ball from the first container and a Blue ball from the second container is independent.
- Therefore, the combined probability is:
P(Red and Blue) = P(Red) * P(Blue) = (4/7) * (X/(X + 4))
Possible Values for X
Given that the problem states there are Blue balls in the second container, we need to find a suitable value for X. If we assume there are 3 Blue balls:
- Thus, P(Blue) = 3/(3 + 4) = 3/7
Now, substitute back into the combined probability:
P(Red and Blue) = (4/7) * (3/7) = 12/49
Conclusion
The probability that one ball is Red and the other is Blue is 12/49, confirming that option 'C' is correct.

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