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Probability, Permutation and Combination: Notes for IBPS PO & SBI PO

Counting principles, nPr and nCr, repeated letters, circular seating, things together, digits with zero, and probability with dice, coins, cards and balls.

60-second revision

  • AND means multiply the counts; OR (mutually exclusive) means add them.
  • nPr = n!/(n − r)! counts arrangements; nCr = n!/(r!(n − r)!) counts selections.
  • Arrangements with repeats: n!/(p! q! ...); around a circle: (n − 1)!.
  • Items that must stay together: treat them as one unit, then multiply by their internal arrangements.
  • P(event) = favourable ÷ total; P(not E) = 1 − P(E).
  • P(A or B) = P(A) + P(B) − P(A and B).
  • Two dice give 36 outcomes; a sum of 7 is the most likely (6 ways).

Two counting principles

  • Multiplication (AND): if one step can be done in m ways and the next in n ways, both together can be done in m × n ways. 3 shirts and 4 trousers give 12 outfits.
  • Addition (OR): if a task can be done in m ways OR in n separate ways, there are m + n ways in all.

n! (n factorial) = n × (n − 1) × ... × 1, and 0! = 1. Useful values: 4! = 24, 5! = 120, 6! = 720, 7! = 5040.

Permutations and combinations

Use permutations when order matters (arrangements, ranks, seats, numbers). Use combinations when it does not (teams, committees, handshakes, choosing balls).

SituationCount
Arrange n different things in a rown!
Arrange r out of n different thingsnPr = n!/(n − r)!
Choose r out of nnCr = n!/(r!(n − r)!), and nCr = nC(n − r)
Arrange n things with p alike and q aliken!/(p! × q!)
Seat n people around a round table(n − 1)!
Necklace or garland of n different beads(n − 1)!/2
Handshakes among n peoplenC2
Diagonals of an n-sided polygonnC2 − n

Worked example: MANGO has 5 different letters, so 5! = 120 arrangements. BANANA has A three times and N twice: 6!/(3! × 2!) = 60.

Worked example: ORANGE with all vowels (O, A, E) together. Treat the vowels as one block: 4 units give 4! = 24, and the block arranges itself in 3! = 6 ways. Total 144.

Worked example: a team of 2 men and 2 women from 5 men and 4 women can be chosen in C(5,2) × C(4,2) = 10 × 6 = 60 ways.

Selections with conditions

  • A particular person must be included: fix them in, choose the rest, C(n − 1, r − 1). From 8 players, teams of 5 that include the captain = C(7,4) = 35.
  • A particular person must be left out: C(n − 1, r). Teams of 5 without the captain = C(7,5) = 21. Check: 35 + 21 = 56 = C(8,5).
  • A word must start with a given letter: fix it and arrange the rest. Arrangements of PLANET starting with P = 5! = 120.
  • Two people must NOT sit together in a row of n: total n! minus the arrangements where they sit together, 2 × (n − 1)!.

Probability basics

Probability = number of favourable outcomes ÷ total number of equally likely outcomes. It always lies between 0 and 1.

  • P(not E) = 1 − P(E).
  • P(A or B) = P(A) + P(B) − P(A and B); drop the last term only if A and B cannot happen together.
  • Independent events: P(A and B) = P(A) × P(B).
ExperimentTotal outcomesRemember
One coin / n coins2 / 2^nAt least one head = 1 − 1/2^n
One die / two dice6 / 36Doubles: 6 of 36
Pack of cards524 suits of 13; 26 red, 26 black; 12 face cards; 4 aces
Sum of two dice23456789101112
Ways12345654321

Worked example: P(sum of two dice = 9) = 4/36 = 1/9. P(at least one head in 4 tosses) = 1 − 1/16 = 15/16.

Worked example: drawing 2 balls from 3 red and 5 blue, P(one of each) = (3 × 5)/C(8,2) = 15/28.

Worked example: P(red card or king) = (26 + 4 − 2)/52 = 28/52 = 7/13, because the two red kings were counted twice.

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