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Calculate Probability of Heads and Red Balls Drawing

Last updated: Mar 29, 2026

Quick Overview

This question evaluates a candidate's understanding of elementary probability concepts, specifically the distinction between binomial distributions for independent trials and hypergeometric distributions for sampling without replacement.

  • easy
  • Boston Consulting Group
  • Statistics & Math
  • Data Scientist

Calculate Probability of Heads and Red Balls Drawing

Company: Boston Consulting Group

Role: Data Scientist

Category: Statistics & Math

Difficulty: easy

Interview Round: Take-home Project

##### Scenario BCG CodeSignal test – quick-fire probability section ##### Question You flip a fair coin three times. What is the probability of getting exactly two heads? 2) A bag contains 4 red and 6 blue balls. If you draw two balls without replacement, what is the probability both are red? ##### Hints Use basic binomial and hypergeometric probability rules.

Quick Answer: This question evaluates a candidate's understanding of elementary probability concepts, specifically the distinction between binomial distributions for independent trials and hypergeometric distributions for sampling without replacement.

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Boston Consulting Group
Aug 4, 2025, 10:55 AM
Data Scientist
Take-home Project
Statistics & Math
4
0

Quick-Fire Probability (CodeSignal-style)

Context: Answer the following independent probability questions, using binomial (independent trials) and hypergeometric (sampling without replacement) rules.

Questions

  1. You flip a fair coin three times. What is the probability of getting exactly two heads?
  2. A bag contains 4 red and 6 blue balls (10 total). You draw two balls without replacement. What is the probability that both are red?

Solution

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