Biased Die Game
1. **Problem 15:** A biased pyramid-shaped die has faces 1 to 5 with probabilities given by $P(x) = \frac{k - x}{25}$ where $k$ is a constant.
2. **Find the probability of scoring 5:**
$$P(5) = \frac{k - 5}{25}$$
3. **Find the probability of scoring less than 3 (i.e., 1 or 2):**
$$P(1) + P(2) = \frac{k - 1}{25} + \frac{k - 2}{25} = \frac{(k - 1) + (k - 2)}{25} = \frac{2k - 3}{25}$$
4. **Use the fact that probabilities sum to 1:**
$$\sum_{x=1}^5 P(x) = 1 \implies \sum_{x=1}^5 \frac{k - x}{25} = 1$$
Calculate the sum inside:
$$\sum_{x=1}^5 (k - x) = 5k - (1 + 2 + 3 + 4 + 5) = 5k - 15$$
So:
$$\frac{5k - 15}{25} = 1 \implies 5k - 15 = 25 \implies 5k = 40 \implies k = 8$$
5. **Substitute $k=8$ back into probabilities:**
$$P(5) = \frac{8 - 5}{25} = \frac{3}{25}$$
$$P(1) + P(2) = \frac{2(8) - 3}{25} = \frac{16 - 3}{25} = \frac{13}{25}$$
6. **The die is rolled three times, sum of scores less than 5:** Possible sums less than 5 are 3 and 4 (since minimum sum is 3).
Possible triples $(x_1,x_2,x_3)$ with $x_i \in \{1,2,3,4,5\}$ and sum less than 5:
- Sum = 3: only $(1,1,1)$
- Sum = 4: permutations of $(1,1,2)$
7. **Calculate probability of sum = 3:**
$$P(1)^3 = \left(\frac{8 - 1}{25}\right)^3 = \left(\frac{7}{25}\right)^3 = \frac{343}{15625}$$
8. **Calculate probability of sum = 4:**
There are 3 permutations of $(1,1,2)$: $(1,1,2), (1,2,1), (2,1,1)$.
Probability for one permutation:
$$P(1) \times P(1) \times P(2) = \left(\frac{7}{25}\right)^2 \times \frac{8 - 2}{25} = \frac{49}{625} \times \frac{6}{25} = \frac{294}{15625}$$
Total for sum=4:
$$3 \times \frac{294}{15625} = \frac{882}{15625}$$
9. **Total probability sum less than 5:**
$$\frac{343}{15625} + \frac{882}{15625} = \frac{1225}{15625} = \frac{49}{625}$$
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10. **Problem 16:** A game board with colored squares that send the player back to start if landed on. The player rolls a fair 6-sided die and moves forward accordingly.
Colored squares are at positions 3, 7, 11, and 15.
11. **a.i Probability the player is on 'start' after rolling once:**
Player returns to start if they land on a colored square.
Possible rolls to land on colored squares from start (position 0): 3 or 7 only (since 11 and 15 are further).
Probability:
$$P(\text{start after 1 roll}) = P(3) + P(7) = \frac{1}{6} + \frac{1}{6} = \frac{2}{6} = \frac{1}{3}$$
12. **a.ii Probability the player is on 'start' after rolling twice:**
Two ways to be on start after two rolls:
- Land on colored square on first roll (probability $\frac{1}{3}$), then any roll on second roll (probability 1), total $\frac{1}{3}$.
- Not land on colored square on first roll (probability $\frac{2}{3}$), then land on colored square on second roll from new position.
Positions after first roll if not on start: 1,2,4,5,6 (since 3 and 7 send back to start).
From each position, check if a roll leads to a colored square:
- From 1: roll 2 to get to 3 (colored)
- From 2: roll 1 to get to 3 (colored)
- From 4: roll 3 to get to 7 (colored)
- From 5: roll 2 to get to 7 (colored)
- From 6: roll 1 to get to 7 (colored)
Calculate probability of landing on colored square on second roll given position:
- From 1: $\frac{1}{6}$
- From 2: $\frac{1}{6}$
- From 4: $\frac{1}{6}$
- From 5: $\frac{1}{6}$
- From 6: $\frac{1}{6}$
Probability of being at each position after first roll (not on start): each is $\frac{1}{6}$
Sum:
$$\sum P(\text{pos}) \times P(\text{land colored from pos}) = 5 \times \frac{1}{6} \times \frac{1}{6} = \frac{5}{36}$$
Total probability on start after two rolls:
$$\frac{1}{3} + \frac{2}{3} \times \frac{5}{36} = \frac{1}{3} + \frac{10}{108} = \frac{1}{3} + \frac{5}{54} = \frac{18}{54} + \frac{5}{54} = \frac{23}{54}$$
13. **b.i Probability on square 18 after three rolls:**
We analyze possible paths to 18 without landing on colored squares.
From start (0), possible moves:
- After first roll, positions: 1,2,4,5,6 (not start)
- After second roll, positions reachable without landing on colored squares and not returning to start.
We find that 18 is reachable only from 10 (second row) by rolling 8 steps, impossible in one roll.
Check if 18 can be reached in three rolls without landing on colored squares:
- One path: 0 -> 9 (roll 9 impossible), so no direct path.
- Another path: 0 -> 9 (roll 9 impossible), then down to 10, then 18.
Since 9 and 10 are not reachable in one roll, probability is 0.
Hence, probability on 18 after three rolls is 0.
14. **b.ii Probability on square 17 after three rolls:**
Similarly, 17 is on second row, reachable from 10 by rolling 7.
Since 10 is not reachable in one roll, probability is 0.
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**Final answers:**
- 15a.i $P(5) = \frac{k - 5}{25}$, with $k=8$, so $P(5) = \frac{3}{25}$.
- 15a.ii $P(x<3) = \frac{2k - 3}{25}$, with $k=8$, so $P(x<3) = \frac{13}{25}$.
- 15b $k=8$, probability sum of three rolls less than 5 is $\frac{49}{625}$.
- 16a.i Probability on start after one roll is $\frac{1}{3}$.
- 16a.ii Probability on start after two rolls is $\frac{23}{54}$.
- 16b.i Probability on 18 after three rolls is 0.
- 16b.ii Probability on 17 after three rolls is 0.