Why this topic matters · 8 min read
Probability appears in SBI PO Prelims and Mains with 1-3 questions, often clubbed with arrangements or cards/dice/balls problems. In Mains, expect it inside Data Interpretation sets or as standalone higher-difficulty questions involving conditional probability or multiple events. Weightage is moderate but these questions are solvable in under 2 minutes if you know your formulas — easy marks if prepared, easy to skip if not.
Core Definitions
Probability measures how likely an event is to happen. It always lies between 0 and 1. The sample space is the total set of all possible outcomes. An event is any subset of that sample space. Think of it like this: if you throw a die, the sample space is 6 faces. Getting an even number is your event — 3 faces out of 6.
- Probability of event A = Favourable outcomes / Total outcomes
- P(A) always lies between 0 and 1 inclusive
- P(sure event) = 1, P(impossible event) = 0
- P(not A) = 1 - P(A) — called complementary probability
- Sum of probabilities of all outcomes in sample space = 1
Key formulas
Basic Probability
P(A) = n(A) / n(S)
When: Use whenever you need probability of a single event. n(A) = favourable, n(S) = total outcomes
Complement Rule
P(A') = 1 - P(A)
When: Use when it is easier to count what does NOT happen. Classic example: at least one success
Worked example
A bag has 4 red and 6 blue balls. Probability of picking 1 red ball = 4/10 = 2/5. Total outcomes = 10C1 = 10, favourable = 4C1 = 4.
Addition and Multiplication Rules
Two rules power most probability questions. The Addition Rule handles OR situations — either event A or event B happens. The Multiplication Rule handles AND situations — both event A and event B happen. Mutually exclusive events cannot happen together (P(A and B) = 0). Independent events do not affect each other — like tossing two coins.
- For OR: P(A or B) = P(A) + P(B) - P(A and B)
- If mutually exclusive: P(A or B) = P(A) + P(B)
- For AND (independent): P(A and B) = P(A) x P(B)
- For AND (dependent): P(A and B) = P(A) x P(B|A)
- Drawing without replacement makes events dependent — very common in PYQs
Key formulas
Addition Rule
P(A or B) = P(A) + P(B) - P(A and B)
When: When question says at least one of two events, or uses OR
Multiplication Rule (Independent)
P(A and B) = P(A) x P(B)
When: Coins, dice thrown together, or drawing with replacement
Conditional Probability
P(B|A) = P(A and B) / P(A)
When: When one event has already occurred and it affects the next draw — without replacement problems
Worked examples
A bag has 5 red and 3 green balls. Two drawn without replacement. P(both red) = (5/8) x (4/7) = 20/56 = 5/14. First draw reduces total and favourable both by 1.
Two dice rolled. P(sum = 7 or sum = 11): P(sum=7)=6/36, P(sum=11)=2/36, they are mutually exclusive so P = 8/36 = 2/9.
Combinations-Based Probability
Most SBI PO questions use combinations (nCr) rather than listing outcomes. Instead of counting individual outcomes, you count groups. This is faster and less error-prone. Remember: nCr = n! / (r! x (n-r)!). Treat the denominator as total ways to select and numerator as favourable ways to select.
- Total ways to choose r items from n = nCr
- Denominator of probability = total nCr for the whole group
- Numerator = product of nCr values for each favourable sub-group
- Common setups: balls from bag, cards from deck, people in committee
- For a standard deck: 52 cards, 4 suits of 13 each, 12 face cards total
Key formulas
Combination
nCr = n! / (r! x (n-r)!)
When: Counting groups where order does not matter — standard for ball/card/committee problems
Worked examples
From a group of 4 men and 3 women, 2 are chosen. P(both women) = 3C2 / 7C2 = 3/21 = 1/7.
From a deck, 2 cards drawn. P(both are kings) = 4C2 / 52C2 = 6/1326 = 1/221.
At Least / At Most Problems
At least one means one or more. Instead of adding many cases, use the complement trick: P(at least one) = 1 - P(none). This is the fastest route in exams. At most problems may need direct addition of cases but often one or two cases suffice. Always check if complement is shorter.
- P(at least one) = 1 - P(none at all) — use complement always
- P(at most one) = P(zero) + P(exactly one) — direct addition
- At least two = 1 - P(zero) - P(exactly one)
- These are the most common patterns in SBI PO Mains
Key formulas
At Least One (Complement)
P(at least 1) = 1 - P(0 successes)
When: Fastest approach whenever the question says at least one — saves 60-90 seconds
Worked example
A coin is tossed 3 times. P(at least one head) = 1 - P(all tails) = 1 - (1/2)^3 = 1 - 1/8 = 7/8.
⚠ Common mistakes to avoid
- Forgetting to subtract the intersection in the Addition Rule — P(A or B) is NOT always P(A) + P(B) unless events are mutually exclusive.
- Treating without-replacement draws as independent — after each draw the total reduces, so you must update the denominator.
- Using permutations (nPr) instead of combinations (nCr) when order does not matter — leads to wrong denominator and a completely wrong answer.
- In at least problems, computing all cases one by one instead of using complement — wastes 2-3 minutes and risks arithmetic errors.
- For card problems, counting face cards as 16 (confusing picture cards) instead of 12 — there are 3 face cards per suit times 4 suits = 12 total.
🧠 Memory aids
- OR means ADD, AND means MULTIPLY — lock this in. When you see or in the question, add. When you see and, multiply.
- At least one: FLIP IT — P(at least 1) = 1 minus P(none). Think of flipping a coin to the other side.
- WITHOUT replacement = SHRINKING bag — both top and bottom of the fraction shrink after each draw. Remember the bag gets smaller.
- DECK cheat sheet: 52 total, 4 suits, 13 per suit, 4 aces, 12 face cards (J Q K x 4), 26 red 26 black — memorise this once, use forever.
🎯 SBI PO exam tips
- In SBI PO Prelims, expect 1-2 straightforward ball-from-bag or coin-toss questions. Solve using combinations directly — target under 90 seconds each.
- In SBI PO Mains, probability may appear inside a DI set where you need to find probability based on given table data — read carefully before applying formula.
- Card-based probability is a favourite in SBI PO over IBPS PO — spend 5 minutes memorising the deck composition before exam day.
- If a question looks complex with multiple draws, write out P(event) = nCr / nCr format first, then compute — avoids confusion and is faster than tree diagrams.
- Time allocation: Prelims probability questions should take 60-90 seconds. If it crosses 2 minutes, mark and move — do not let one question derail your attempt count.
Q1 · medium · AI-verified
A card is drawn from a well-shuffled deck of 52 cards. What is the probability that the card drawn is either a king or a heart?
- 4/13
- 17/52
- 15/52
- 1/4
Q2 · medium · AI-verified
Two dice are thrown simultaneously. What is the probability that the sum of the numbers appearing on them is either 7 or 11?
- 2/9
- 7/36
- 1/4
- 5/18
Q3 · medium · AI-verified
A bag contains 5 red balls, 6 blue balls, and 4 green balls. If 3 balls are drawn at random without replacement, what is the probability that all three balls are of different colors?
- 24/91
- 12/91
- 6/91
- 36/91
Q4 · medium · AI-verified
A card is drawn at random from a well-shuffled deck of 52 cards. What is the probability that the card drawn is either a king or a heart?
- 4/13
- 1/4
- 19/52
- 17/52
Q5 · medium · AI-verified
In a class of 30 students, 18 play cricket, 12 play football, and 8 play both games. If a student is selected at random, what is the probability that the student plays neither cricket nor football?
- 1/5
- 4/15
- 2/15
- 1/6