Expected Number of Same-Rank Pairs in a Hand Dealt Without Replacement

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Quick Overview

An expectation question about dealing K cards without replacement from a deck of M ranks with N cards each, then counting the same-rank pairs in the hand. It tests linearity of expectation, probabilities when drawing without replacement, and how the definition of a pair changes the answer.

Expected Number of Same-Rank Pairs in a Hand Dealt Without Replacement

Company: Sig

Role: Quantitative Trader

Category: Statistics & Math

Difficulty: medium

Interview Round: Online Assessment

A deck contains $M$ ranks with $N$ cards of each rank, so it holds $MN$ cards in total. You are dealt $K$ cards from the shuffled deck, without replacement. What is the expected number of pairs in your hand? Count a pair as any two cards in the hand that share a rank, so three cards of one rank contain three pairs. Give an expression in $M$, $N$ and $K$, then evaluate it for the values you are given; the specific numbers are generated randomly. Also say how the answer changes if a pair instead means a rank that appears exactly twice in the hand. ```hint Skip the full distribution You do not need the probability of every possible hand. Look for small events whose indicators add up to the number of pairs. ``` ### Constraints and Clarifications - $M$, $N$ and $K$ are positive integers, and $K$ is at most $MN$. - Every set of $K$ cards is equally likely to be dealt. ### Clarifying Questions - Does three of a kind count as three pairs, as one pair, or as no pair? - Should four cards of one rank count as six pairs, as two disjoint pairs, or as no pair? - Should the answer be exact or rounded to two decimal places? ### What a Strong Answer Covers - A precise definition of "pair", settled before computing - Linearity of expectation over well-chosen indicators, with no independence assumption needed - The correct probability that two cards drawn without replacement share a rank - How the answer changes under the other definitions of a pair, and a sanity check on a small or familiar deck ### Follow-up Questions - What is the expected number of ranks that appear exactly twice in the hand? - What is the probability that the hand contains no pair at all? - How does the answer change if the cards are dealt with replacement?

Overview: An expectation question about dealing K cards without replacement from a deck of M ranks with N cards each, then counting the same-rank pairs in the hand. It tests linearity of expectation, probabilities when drawing without replacement, and how the definition of a pair changes the answer.

Read the full Sig Quantitative Trader interview experience this question came from

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Sep 19, 2026
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A deck contains MM ranks with NN cards of each rank, so it holds MNMN cards in total. You are dealt KK cards from the shuffled deck, without replacement. What is the expected number of pairs in your hand?

Count a pair as any two cards in the hand that share a rank, so three cards of one rank contain three pairs. Give an expression in MM, NN and KK, then evaluate it for the values you are given; the specific numbers are generated randomly. Also say how the answer changes if a pair instead means a rank that appears exactly twice in the hand.

Constraints and Clarifications

  • MM , NN and KK are positive integers, and KK is at most MNMN .
  • Every set of KK cards is equally likely to be dealt.

Clarifying Questions Guidance

  • Does three of a kind count as three pairs, as one pair, or as no pair?
  • Should four cards of one rank count as six pairs, as two disjoint pairs, or as no pair?
  • Should the answer be exact or rounded to two decimal places?

What a Strong Answer Covers Guidance

  • A precise definition of "pair", settled before computing
  • Linearity of expectation over well-chosen indicators, with no independence assumption needed
  • The correct probability that two cards drawn without replacement share a rank
  • How the answer changes under the other definitions of a pair, and a sanity check on a small or familiar deck

Follow-up Questions Guidance

  • What is the expected number of ranks that appear exactly twice in the hand?
  • What is the probability that the hand contains no pair at all?
  • How does the answer change if the cards are dealt with replacement?
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