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You roll a single die. For each roll, you are paid the face value. If a roll gives 1, 2, or 3, you can roll the die again. Once you get 4, 5, or 6, the game stops. What is the expected payoff of this game?
E[X] is the expected payoff of this game. Then we have \begin{equation}
E[X] = \frac{1}{2}*E[\{1,2,3\}] + \frac{1}{2} * E[\{4,5,6\}]
\end{equation} \begin{equation}
E[X] = \frac{1}{2}*(2+E[X]) + \frac{1}{2} * 5
\end{equation} \begin{equation}
E[X] = 1 + \frac{1}{2} E[X] +  2.5
\end{equation} \begin{equation}
E[X] = \frac{1}{2} E[X] + 3.5
\end{equation} \begin{equation}
\frac{1}{2} E[X] = 3.5
\end{equation}Multiplying both sides by 2 gives us \begin{equation}
E[X] = 7
\end{equation}
Correct Answer: 7
Python scratchpad
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def two_sum(nums, target):
    seen = {}
    for i, n in enumerate(nums):
        if target - n in seen:
            return [seen[target - n], i]
        seen[n] = i
    return []

print(two_sum([2, 7, 11, 15], 9))  # [0, 1]
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Title Category Subcategory Difficulty Status
100-Sided Die Probability and StatisticsExpected ValueHard
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5 Descending Cards Probability and StatisticsExpected ValueMedium
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Basketball Practice #1 Probability and StatisticsExpected ValueMedium
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Basketball Practice #2 Probability and StatisticsExpected ValueHard
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Biased Coin #1 Probability and StatisticsExpected ValueMedium
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Biased Coin #2 Probability and StatisticsExpected ValueEasy
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Biased Coin #3 Probability and StatisticsExpected ValueEasy
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Biased Coin #4 Probability and StatisticsExpected ValueMedium
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Biased Coin #5 Probability and StatisticsExpected ValueMedium
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Bullseye Bet Probability and StatisticsExpected ValueMedium
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Bust on Ten Probability and StatisticsExpected ValueEasy
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Capsule Colors Probability and StatisticsExpected ValueEasy
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Card On Top Probability and StatisticsExpected ValueEasy
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Cash or Reroll Probability and StatisticsExpected ValueEasy
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Coefficient of Variation Probability and StatisticsExpected ValueHard
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Coin Toss #2 Probability and StatisticsExpected ValueEasy
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Coins and Dice Probability and StatisticsExpected ValueEasy
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Collecting Stickers Probability and StatisticsExpected ValueEasy
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Company Acquired or Not Probability and StatisticsExpected ValueMedium
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Costly Reroll Probability and StatisticsExpected ValueMedium
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Croissant or Muffin Probability and StatisticsExpected ValueEasy
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Diamond Variance Probability and StatisticsExpected ValueMedium
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Dice Game #1 Probability and StatisticsExpected ValueHard
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Dice Game #2 Probability and StatisticsExpected ValueHard
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Dice Sum Game Probability and StatisticsExpected ValueEasy
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Dice vs Coins Probability and StatisticsExpected ValueMedium
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Dice With Same Numbers Probability and StatisticsExpected ValueMedium
Example
Different Outcome Probability and StatisticsExpected ValueEasy
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Divisible Throws Probability and StatisticsExpected ValueEasy
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Double Down Coin Bet Probability and StatisticsExpected ValueEasy
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Double Roll Pay Probability and StatisticsExpected ValueEasy
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Drunk Student #1 Probability and StatisticsExpected ValueEasy
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Drunk Student #2 Probability and StatisticsExpected ValueMedium
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Empty Boxes Probability and StatisticsExpected ValueEasy
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Exponential Distribution #1 Probability and StatisticsExpected ValueMedium
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Faster Sixes Probability and StatisticsExpected ValueHard
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First Ace Probability and StatisticsExpected ValueEasy
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First Flip Wins Probability and StatisticsExpected ValueEasy
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First Prime Probability and StatisticsExpected ValueMedium
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Flip 100 Coins Probability and StatisticsExpected ValueMedium
Example
Flip 4 Coins Probability and StatisticsExpected ValueMedium
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Flowers in Bloom Probability and StatisticsExpected ValueMedium
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Free Seat Probability and StatisticsExpected ValueEasy
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Free Ticket Probability and StatisticsExpected ValueHard
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Game Show Stop or Go Probability and StatisticsExpected ValueEasy
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Kelly Betting #1 Probability and StatisticsExpected ValueEasy
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Kelly Betting #2 Probability and StatisticsExpected ValueMedium
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Largest Sunflower Probability and StatisticsExpected ValueEasy
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Other Than Six Probability and StatisticsExpected ValueEasy
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Patient Roller Probability and StatisticsExpected ValueEasy
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Remaining Coins Probability and StatisticsExpected ValueMedium
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Roll and Spin Probability and StatisticsExpected ValueEasy
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Rowing Reshuffle Probability and StatisticsExpected ValueMedium
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Same Flips Probability and StatisticsExpected ValueEasy
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Shooting Star Probability and StatisticsExpected ValueEasy
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Shuttle Wait Probability and StatisticsExpected ValueEasy
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Specific Card #1 Probability and StatisticsExpected ValueEasy
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Spin in Two Regions Probability and StatisticsExpected ValueMedium
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Sum Remaining Odd Dice Probability and StatisticsExpected ValueEasy
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Sum Two Dice Probability and StatisticsExpected ValueEasy
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Sum Until Success Probability and StatisticsExpected ValueEasy
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Tennis Tournament Probability and StatisticsExpected ValueEasy
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The Highest Face Probability and StatisticsExpected ValueMedium
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Third Six Probability and StatisticsExpected ValueEasy
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Three Blue Orbs Probability and StatisticsExpected ValueMedium
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Throw a 6 #1 Probability and StatisticsExpected ValueEasy
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Throw a 6 #2 Probability and StatisticsExpected ValueMedium
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Throw a 6 #3 Probability and StatisticsExpected ValueHard
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Throw a 6 #4 Probability and StatisticsExpected ValueMedium
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Throw Until Matched Probability and StatisticsExpected ValueMedium
Example
Toy Collection #1 Probability and StatisticsExpected ValueEasy
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Toy Collection #2 Probability and StatisticsExpected ValueEasy
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Tripling Die Probability and StatisticsExpected ValueMedium
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Two at a Time Probability and StatisticsExpected ValueEasy
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Two Consecutive Fives Probability and StatisticsExpected ValueMedium
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Two Dice Difference Probability and StatisticsExpected ValueEasy
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Two Hues Left Probability and StatisticsExpected ValueHard
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Two Rolls Payoff Probability and StatisticsExpected ValueEasy
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Two Same Dice Probability and StatisticsExpected ValueEasy
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Uniform Distribution #1 Probability and StatisticsExpected ValueHard
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Up Days Probability and StatisticsExpected ValueEasy
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Voucher Swap Probability and StatisticsExpected ValueEasy
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Warming Spells Probability and StatisticsExpected ValueMedium
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Widening Wheel Probability and StatisticsExpected ValueHard
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