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Probability Questions and Answers

Important Instructions
31.

P and Q play chess frequently against each other. Of these matches, P has won 80% of the matches, drawn 15% of the matches and lost 5% of the matches.

If they play 3 more matches, what is the probability of P winning exactly 2 of these 3 matches?

Exam Year(s)

GATE ME - 2025,

Answer: A

The probability is \(\frac{48}{125}\).

Each match is won with probability 0.8 = \(\frac{4}{5}\) and not won (drawn or lost) with probability 0.2 = \(\frac{1}{5}\). Exactly two wins in three matches is a binomial count:

\[ \begin{aligned} P &= \binom{3}{2}\left(\tfrac{4}{5}\right)^{2}\left(\tfrac{1}{5}\right) \\ &= 3\cdot\tfrac{16}{25}\cdot\tfrac{1}{5} = \tfrac{48}{125} \end{aligned} \]

\(\frac{16}{125}\) forgets the factor 3 for the three possible positions of the non-win, and \(\frac{16}{25}\) is just the chance of two particular wins. \(\frac{25}{48}\) is not a probability of this form.

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32.

A final year student appears for placement interview in two companies, S and T. Based on her interview performance, she estimates the probability of receiving job offers from companies S and T to be 0.8 and 0.6, respectively. Let \(p\) be the probability that she receives job offers from both the companies. Select the most appropriate option.

Exam Year(s)

GATE ME - 2025,

Answer: B

The most appropriate range is \(0.4 \le p \le 0.6\).

For any two events, \(P(S \cap T) \ge P(S) + P(T) - 1 = 0.8 + 0.6 - 1 = 0.4\), because the union cannot have probability above 1. And \(P(S \cap T) \le \min(0.8, 0.6) = 0.6\), since the intersection cannot exceed either event.

If the offers are independent, \(p = 0.48\), inside this range. Values below 0.4 are impossible, which rules out the first and third options, and values above 0.6 are impossible, ruling out the last.

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33.

Two dices are thrown together. The number of outcomes when the sum of numbers on the top of two dices is 7 are

Exam Year(s)

ISRO Assistant - 2023,

Answer: D

There are six outcomes.

With two dice, the ordered pairs that sum to 7 are:

(1, 6), (2, 5), (3, 4), (4, 3), (5, 2), (6, 1)

That is six outcomes out of 36, which makes 7 the most likely total. Three is the number of unordered pairs, which forgets that (1, 6) and (6, 1) are different outcomes on two dice.

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34.

Find the probability that a leap year selected at random will contain 53 Sundays.

Exam Year(s)

MP Lab Technician - 2015,

Answer: D

The probability is \(\frac{2}{7}\).

A leap year has 366 days, which is 52 full weeks plus 2 days. The 52 weeks give 52 Sundays for certain; a 53rd Sunday occurs only if one of the 2 extra days is a Sunday.

The two extra days form one of 7 equally likely pairs: (Sun, Mon), (Mon, Tue), (Tue, Wed), (Wed, Thu), (Thu, Fri), (Fri, Sat), (Sat, Sun). Two of these contain a Sunday, so

\[ P = \frac{2}{7} \]

\(\frac{1}{7}\) would be the answer for an ordinary year of 365 days (one extra day). \(\frac{5}{7}\) is the chance of not getting 53 Sundays, and \(\frac{3}{4}\) and \(\frac{4}{7}\) match no count of the pairs.

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35.

A fair six-faced dice, with the faces labelled '1', '2', '3', '4', '5', and '6', is rolled thrice. What is the probability of rolling '6' exactly once?

Exam Year(s)

GATE Mathematics - 2025, GATE CS - 2025,

Answer: A

The probability is \(\dfrac{75}{216}\).

Exactly one 6 in three rolls means one roll shows 6 (probability 1/6) and the other two do not (probability 5/6 each). The single 6 can come on any of the 3 rolls:

\[ \begin{aligned} P &= \binom{3}{1}\left(\frac{1}{6}\right)\left(\frac{5}{6}\right)^{2} \\ &= 3 \times \frac{25}{216} = \frac{75}{216} \end{aligned} \]

25/216 is the probability for one particular order, such as 6 on the first roll only, and forgets to multiply by the three positions. 1/6 is the chance of a 6 on a single roll, and 1/18 matches no case of this experiment.

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36.

One card is drawn randomly from a well-shuffled pack of 52 cards. The probability of the drawn card being a face card is :

Exam Year(s)

MPPSC State Service - 2024, MPPSC Forest Service - 2024,

Answer: D

The probability of a face card is \(\frac{3}{13}\).

Face cards are the jack, queen and king of each of the four suits, 3 × 4 = 12 cards in all. So:

\[ P = \frac{12}{52} = \frac{3}{13} \]

1/13 is the probability of one particular rank (say, a king), 2/13 would count only two ranks, and 1 would mean every card is a face card. Counting the aces as face cards, a common error, would give 16/52 = 4/13, which is not offered.

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37.

Sanjay writes a letter to his friend, Kesari. It is known that one out of 10 letters that are posted does not reach its destination. If Sanjay does not receive a reply to his letter, then what is the probability that Kesari did not receive Sanjay’s letter ? It is certain that Kesari will definitely reply to Sanjay’s letter if he receives it.

Exam Year(s)

Punjab Civil Service - 2021,

Answer: A

The probability is \(\frac{10}{19}\).

Sanjay gets no reply in two ways: his letter is lost, or it arrives and Kesari's reply is lost. Each letter is lost with probability 1/10.

\[ \begin{aligned} P(\text{no reply}) &= \tfrac{1}{10} + \tfrac{9}{10} \times \tfrac{1}{10} \\ &= \tfrac{19}{100} \\ P(\text{lost} \mid \text{no reply}) &= \tfrac{10/100}{19/100} \\ &= \tfrac{10}{19} \end{aligned} \]

\(\frac{1}{10}\) is the chance of loss before Sanjay knows there was no reply; the missing reply makes loss more likely. \(\frac{9}{100}\) is the chance that the letter arrived but the reply was lost, and \(\frac{9}{10}\) is the chance that a letter arrives.

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38.

What is the probability of getting a prime number as a sum from two throws of a dice?

Exam Year(s)

TNPSC Group 1 - 2024, TNPSC - 2024,

Answer: C

The prime sums on two dice are 2 (1 way), 3 (2), 5 (4), 7 (6) and 11 (2), a total of 15 favourable outcomes out of 36.

So the probability is 15/36, option C.

Two dice give 36 equally likely sums. The prime sums are 2, 3, 5, 7 and 11, with 1, 2, 4, 6 and 2 ways respectively, so there are 15 favourable cases. The fraction is 15/36 which simplifies to 5/12, and option C writes it without simplifying.

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39.

What is the probability of drawing an Ace or a King from a standard deck of 52 cards?

Exam Year(s)

Tripura Public Service Commission - 2025,

Answer: B

The probability is 8/52.

A deck has 4 aces and 4 kings. The events cannot happen together on one draw, so their probabilities add.

\[ \begin{aligned} P &= \frac{4}{52} + \frac{4}{52} \\ &= \frac{8}{52} = \frac{2}{13} \end{aligned} \]

4/52 is the chance of one rank only, and 16/52 counts aces, kings and two other ranks.

The events are mutually exclusive because one card cannot be both an ace and a king, so no overlap needs to be subtracted.

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40.

In a standard deck of 52 cards, what is the probability of drawing a red card ?

Exam Year(s)

Tripura Public Service Commission - 2025,

Answer: A

The probability of a red card is 1/2.

Half the deck is red: 13 hearts and 13 diamonds, 26 of the 52 cards. So P(red) = 26/52 = 1/2.

1/4 is the probability of one particular suit, 1/13 of one particular rank, and 1/52 of one particular card.

The same reasoning gives 1/2 for a black card, since the other two suits, spades and clubs, are black.

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