Formulas and Quick Tricks for Probability
- Def. of Probability: Probability is the measure of uncertainty of any event (any phenomenon happened or bound to happen)
- Experiment: Any phenomenon like rolling a dice, tossing a coin, drawing a card from a well-shuffled deck, etc.
- Outcome: The Result of any event; like number appearing on a dice, side of a coin, drawn out card, etc.
- Sample Space: The set of all possible outcomes.
- Event: Any combination of possible outcomes or the subset of sample space; like getting an even number on rolled dice, getting a head/tail on a flipped coin, drawing out a king/queen/ace of any suit.
- Probability = (Number of a Favourable outcome) / (Total number of outcomes)
or, P = n (E) / n (S)
where,
P(A) is the probability of an event “A”
n(E) is the number of favourable outcomes
n(S) is the total number of events in the sample space
- Odds in Favour of the Event: Odds in the favor of any event is the ratio of the number of ways that an outcome can occur to the number of ways it cannot occur.
- Odds Against the Event: Odds against any event is the ratio of the number of ways that an outcome cannot occur to the number of ways it can occur.
- Probability Range: 0 ≤ P(A) ≤ 1
- Rule of Addition: P(A∪B) = P(A) + P(B) – P(A∩B)
- Rule of Complementary Events: P(A’) + P(A) = 1
- Disjoint Events: P(A∩B) = 0
- Independent Events: P(A∩B) = P(A) . P(B)
- Conditional Probability: P(A | B) = P(A∩B) / P(B)
- Bayes Formula: P(A | B) = P(B | A) . P(A) / P(B)
Questions on Probability
Q.1: In a cycle race there are 5 persons named as J,K,L,M,N participated for 5 positions. How many number of ways can M finishes always before N?
A. 20
B. 36
C. 55
D. 60
Answer: D. 60
Explanation: Total number of ways in which 5 persons can finish is 5! = 120 (there are no ties)
Now, in half of these ways M can finish before N
Q.2: A box contains 3 blue marbles, 4 red, 6 green marbles and 2 yellow marbles. If three marbles are picked at random, what is the probability that they are all blue?
A. 1/455
B. 2/455
C. 4/455
D. 1/91
Answer: A. 1/455
Explanation: Given that there are three blue marbles, four red marbles, six green marbles and two yellow marbles.
Probability that all the three marbles picked at random are blue = 3C
3 / 15C
3 = (3 * 2 * 1) / (15 * 14 * 13) = 1/455
Probability – Basic Concepts, Bag and Ball Problems (Part 1) (Quantitative Aptitude made Simpler)
Q.3: A Bag contains 6 Blue Balls and 4 Red Balls. 4 balls are picked at random. What is the probability that 2 are Blue and 2 are Red?
A. 1/5
B. 1/7
C. 3/7
D. 3/8
Answer: C. 3/7
Explanation: Watch the Probability Series (Part I) Video
Q.4: A Bag contains 6 Blue Balls and 4 Red Balls. 3 balls are picked at random. What is the probability that 3 are Blue or 3 are Red?
A. 1/5
B. 1/6
C. 1/7
D. 1/8
Answer: A. 1/5
Explanation: Watch the Probability Series (Part I) Video
Probability – Basic Concepts, Bag and Ball Problems (Part 2) (Quantitative Aptitude made Simpler)
Q.5: A Bag contains 6 Blue Balls and 4 Red Balls. 5 balls are picked at random. What is the probability that 3 are Blue and 2 are Red or 2 are Blue and 3 are Red?
A. 3/7
B. 4/7
C. 5/7
D. 6/7
Answer: C. 5/7
Explanation: Watch the Probability Series (Part II) Video
Q.6: A Bag contains 6 Blue Balls and 4 Red Balls. 3 balls are picked at random. What is the prob. that none of them is Red?
A. 1/3
B. 1/5
C. 1/6
D. 1/7
Answer: C. 1/6
Explanation: Watch the Probability Series (Part II) Video
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Q.7: The probability that A speaks truth is 3/5 and that of B speaking truth is 4/7. What is the probability that they agree in stating the same fact?
A. 12/35
B. 15/35
C. 18/35
D. 21/35
Answer: C. 18/35
Explanation: If both agree stating the same fact, either both of them speak truth or both speak false.
Probability = 3/5 * 4/7 + 2/5 * 3/7
= 12/35 + 6/35 = 18/35
Q.8: If a card is drawn from a well shuffled pack of cards, the probability of drawing a spade or a king is:
A. 19/52
B. 17/52
C. 4/13
D. 5/13
Answer: C. 4/13
Explanation: P(SuK) = P(S) + P(K) – P(SnK), where S denotes spade and K denotes king.
P(SuK) = 13/52 + 4/52 – 1/52 = 4/13
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Q.9: Three 6 faced dice are thrown together. The probability that all the three show the same number on them is:
A. 1/64
B. 1/36
C. 5/9
D. 5/12
Answer: B. 1/36
Explanation: If all 3 numbers have to be same; basically we want triplets. 111, 222, 333, 444, 555 and 666. Those are six in number.
Further the three dice can fall in 6 * 6 * 6 = 216 ways
Hence the probability is 6/216 = 1/36
Q.10: A box contains 3 blue marbles, 4 red, 6 green marbles and 2 yellow marbles. If four marbles are picked at random, what is the probability that none is blue?
A. 17/91
B. 33/91
C. 51/91
D. 65/91
Answer: B. 33/91
Explanation: Given that there are 3 blue marbles, 4 red marbles, 6 green marbles and 2 yellow marbles.
When 4 marbles are picked at random, then the probability that none is blue is = 12C
4/15C
4
=>(12 * 11 * 10 * 9)/(15 * 14 * 13 * 12) = 33/91
Q.11: Out of 15 consecutive numbers, 2 are chosen at random. The probability that they are both odds or both primes is:
A. 13/21
B. 10/19
C. 11/15
D. Cannot be determined
Answer: D. Cannot be determined
Explanation: There is no definite formula for finding prime numbers among 15 consecutive numbers. Hence the probability cannot be determined.
Q.12: 10 books are placed at random in a shelf. The probability that a pair of books will always be together is:
A. 1/10
B. 1/5
C. 3/10
D. 9/10
Answer: B. 1/5
Explanation: 10 books can be rearranged in 10! ways
Consider the 2 books taken as a pair then, number of favourable ways of getting these two books together is 9! 2!
Required probability = 1/5
Q.13: The probability of a lottery ticket being a prized ticket is 0.2. When 4 tickets are purchased, the probability of winning a prize on atleast one ticket is:
A. 0.4869
B. 0.5834
C. 0.5904
D. 0.6234
Answer: C. 0.5904
Explanation: P(winning prize atleast on one ticket)
= 1 – P('Losing on all tickets')
= 1 – (0.8)^4 = (1 + (0.8)^2)(1 – (0.8)^2)
= (1.64)(0.36) = 0.5904
Q.14: Tickets numbered 1 to 20 are mixed up and then a ticket is drawn at random. What is the probability that the ticket drawn has a number which is a multiple of 3 or 5?
A. 1/2
B. 2/5
C. 8/15
D. 9/20
Answer: D. 9/20
Explanation: Here, S = {1, 2, 3, 4, ...., 19, 20}
Let E = event of getting a multiple of 3 or 5 = {3, 6 , 9, 12, 15, 18, 5, 10, 20}
P(E) = n(E)/n(S) = 9/20