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Public standard problems and original exercises; hidden Trading Interview questions have not been verified.
174 titles have been investigated but remain unresolved. Their missing details are recorded without adding substitute exercises. Every playable question has a guided animated answer; selected questions also have custom diagrams.
Practise Learnr’s own questions →Follow a role-specific curriculum →752 matching entries · page 1 of 16
Probability and Statistics · Easy
Cash or Reroll
Supported standard problem · Match confidence: high
About this question’s source match
A freely accessible catalogue statement confirms the stated mathematical structure and parameters; wording and worked explanation are original. The public statement has been read and its stated parameters matched; solution calculations have been independently verified.
A fair eight-sided die has labels 1 through 8. Observe an initial roll. You may keep it as your cash payout or discard it and roll once more, when you must accept the second face. What policy maximizes expected payout and what is the fair entry value?
Assumptions and constraints
- Use the random mechanism explicitly specified in the prompt.
- Give exact expressions where possible and justify each requested result.
Examples
first roll 4 → reroll
Fresh expected 4.5 exceeds 4.
Company preparation relevance
These links connect this exercise to companies’ public examples or stated interview topics. They do not establish that a company asked this exact Learnr question.
Jane Street
Official topic guidance
Topic overlap: expected-value decisions “Cash or Reroll”, additive waiting expectations “Collecting Stickers”, and dependence in “Variance of Two Variables” connect to the guide’s expectation, linearity and independence sections.
Probability & Markets — official guide ↗Evidence scope and uncertainty
General probability preparation; numerical tasks and structures beyond those topics are Learnr choices.
These are Learnr-authored exercises selected for topic overlap. The company does not name these catalogue titles or verify that these exact questions were asked.
Susquehanna (SIG)
Official topic guidance
Topic overlap: payoff decisions “Cash or Reroll”, stake-growth reasoning “Kelly Betting #1” and conditional probability “Liver Disease” practice probability, odds, expectancy and decision-making under uncertainty discussed on the firm’s trading-careers page.
Susquehanna — Trading careers ↗Evidence scope and uncertainty
Trading education and candidate puzzle culture. This page supports preparation relevance, not exact interview-question provenance.
These are Learnr-authored exercises selected for topic overlap. The company does not name these catalogue titles or verify that these exact questions were asked.
References
Read the supporting material without leaving your question.
www.tradinginterview.com
Trading Interview: Cash Or Reroll, free exampleAccessible statement specifies fair eight-sided die, one optional reroll, value5.5.
sites.math.rutgers.edu
Rutgers: Discrete Optimal StoppingBackward induction and continuation-value comparisons.
- Medium
1 to 7
Brain Teasers · Out of the Box
Researched · playable - Medium
100 Light Bulbs
Brain Teasers · Symmetry
Researched · playable - Hard
100-Sided Die
Probability and Statistics · Expected Value
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230 Heads
Probability and Statistics · General
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24/7 And Fragmented
Digital Assets - Crypto · Digital Assets Knowledge
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3 Unique Marbles
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Researched · playable - Easy
3-Factor and 5-Factor Models
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5 Descending Cards
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51% Attack
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90 Cents Please
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About the Firm
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Aces for All
Probability and Statistics · Combinatorial Analysis
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Active, Passive and Beta ETFs
Derivatives Theory · ETF Theory
Researched · playable - Hard
AdaBoost by Hand
Machine Learning · Ensemble Methods
Researched · playable - Easy
Advantages ETFs
Derivatives Theory · ETF Theory
Researched · playable - Easy
Air Hockey Deadlock
Probability and Statistics · Combinatorial Analysis
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Airdrop
Digital Assets - Crypto · Digital Assets Knowledge
Researched · playable - Easy
Airplane Food
Probability and Statistics · Combinatorial Analysis
Researched · playable - Easy
Airport Cafe
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Researched · playable - Easy
All Bulbs Lit
Probability and Statistics · Conditional Probability
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All Faces
Probability and Statistics · General
Researched · playable - Easy
All Pairs
Programming · Array and List Processing
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All Permutations
Programming · Array and List Processing
Researched · playable - Easy
All Vowels
Programming · String Manipulation
Researched · playable - Easy
All-Boys City
Probability and Statistics · General
Researched · playable - Easy
Altcoins
Digital Assets - Crypto · Digital Assets Knowledge
Researched · playable - Easy
American vs. European Options
Derivatives Theory · Option Theory
Researched · playable - Medium
AMM Swap Math
Digital Assets - Crypto · Digital Assets Knowledge
Researched · playable - Easy
Analog Clock Angle
Math Questions · General
Researched · playable - Easy
Animal Migrations
Probability and Statistics · Markov Chain Probability
Researched · playable - Easy
Ants on a Stick
Brain Teasers · Out of the Box
Researched · playable - Easy
Any Cake Left
Probability and Statistics · General
Researched · playable - Medium
Applying Singular Value Decomposition (SVD)
Linear Algebra · Use Case
Researched · playable - Medium
Arbitrage In Crypto
Digital Assets - Crypto · Digital Assets Knowledge
Researched · playable - Easy
Archery Rotation
Probability and Statistics · Conditional Probability
Researched · playable - Medium
Are We There Yet
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Researched · playable - Hard
Arithmetic Mean
Programming · Array and List Processing
Researched · playable - Easy
ATM at Maturity
Derivatives Theory · Greeks
Researched · playable - Medium
ATM to ITM Call
Derivatives Theory · Greeks
Researched · playable - Medium
ATM to OTM Put
Derivatives Theory · Greeks
Researched · playable - Medium
Atomic Swap
Digital Assets - Crypto · Digital Assets Knowledge
Researched · playable - Medium
Back to Starting Point
Brain Teasers · Logical
Researched · playable - Hard
Backpropagation by Hand
Machine Learning · Neural Networks
Researched · playable - Medium
Bagging: Why Averaging Reduces Variance
Machine Learning · Ensemble Methods
Researched · playable - Easy
Balanced Brackets
Programming · Other
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Balancing the Grid
Energy Trading · Energy Sources
Researched · playable - Easy
Bankrupt
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Researched · playable - Medium
Basic (Quadratic) Utility
Asset Pricing · Market Dynamics
Researched · playable - Easy
Basis Point (BP)
Derivatives Theory · ETF Theory
Researched · playable - Medium
Batch, Stochastic and Mini-Batch Gradient Descent
Machine Learning · Optimization
Researched · playable
Catalogue metadata captured 2026-10-12. Metadata source.