Boston Consulting Group Statistics & Math Interview Questions

Practice the exact questions companies are asking right now.

6 Questions 1 Company10.13.2025
Showing 6 results
Role
Boston Consulting Group logo
Boston Consulting Group
Medium
Data Scientist

Compute posterior and predictive coin probabilities

Bayesian coin: posterior, prediction, and stopping-time expectation Context - You have two coins and will use the same coin for all flips: - Fair co...

Statistics & Math
16
0
122 people solved
Oct 13, 2025
Boston Consulting Group logo
Boston Consulting Group
Medium
Data Scientist

Compute averages and binomial/Poisson probabilities

Streaming Mean and Binomial vs Poisson Approximation Part A — Streaming Mean Update You have an existing dataset of N = 1,000 observations with mean 1...

Statistics & Math
8
0
98 people solved
Oct 13, 2025
Boston Consulting Group logo
Boston Consulting Group
Medium
Data Scientist

Defend MSE over MAE for car prices

Choosing MSE vs. MAE for Car Price Regression (Unscaled USD Target) You are training a regression model to predict car prices in USD. The target varia...

Statistics & Math
12
0
90 people solved
Oct 13, 2025
Boston Consulting Group logo
Boston Consulting Group
Medium
Data Scientist

Derive Probability of Even Sum in Bernoulli Trials

Derive Probability of Even Sum in Bernoulli Trials Probability Puzzles: Parity and Runs Context You are given two independent probability problems com...

Statistics & Math
4
0
71 people solved
Aug 4, 2025
Boston Consulting Group logo
Boston Consulting Group
Easy
Data Scientist

Calculate Probability and Statistics for Dice Roll Outcomes

Calculate Probability and Statistics for Dice Roll Outcomes Dice Rolls and the Binomial Model Scenario A casino analyst models dice rolls to understan...

Statistics & Math
4
0
70 people solved
Aug 4, 2025
Boston Consulting Group logo
Boston Consulting Group
Easy
Data Scientist

Calculate Probability of Heads and Red Balls Drawing

Calculate Probability of Heads and Red Balls Drawing Quick-Fire Probability (CodeSignal-style) Context: Answer the following independent probability q...

Statistics & Math
7
0
89 people solved
Aug 4, 2025

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