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Probability question

2024 · 4 Apr · Shift 2 · Q55
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Probability question

2024 · 4 Apr · Shift 2 · Q55

JEE MainMathematicsProbabilityNumerical+4 / −1
In a tournament, a team plays 10 matches with probabilities of winning and losing each match as 13\frac{1}{3}31​ and 23\frac{2}{3}32​ respectively. Let xxx be the number of matches that the team wins, and yyy be the number of matches that team loses. If the probability P(∣x−y∣≤2)\mathrm{P}(|x-y| \leq 2)P(∣x−y∣≤2) is ppp, then 39p3^9 p39p equals ‾\underline{\hspace{2cm}}​.
Numerical answer
View written solutionFree

Correct answer: 8288

  1. Set up the random variables

Since the team plays 101010 matches:

  • number of wins =x= x=x
  • number of losses =y= y=y

So, x+y=10 ⇒ y=10−x.x+y=10 \,\Rightarrow\, y=10-x.x+y=10⇒y=10−x.

We need P(∣x−y∣≤2).P(|x-y|\le 2).P(∣x−y∣≤2).

Substitute y=10−xy=10-xy=10−x: ∣x−y∣=∣x−(10−x)∣=∣2x−10∣.|x-y|=|x-(10-x)|=|2x-10|.∣x−y∣=∣x−(10−x)∣=∣2x−10∣.

Thus, ∣2x−10∣≤2.|2x-10|\le 2.∣2x−10∣≤2.

  1. Find the possible values of xxx

Solve: −2≤2x−10≤2-2\le 2x-10\le 2−2≤2x−10≤2 8≤2x≤128\le 2x\le 128≤2x≤12 4≤x≤6.4\le x\le 6.4≤x≤6.

Since xxx is an integer, possible values are: x=4,5,6.x=4,5,6.x=4,5,6.

  1. Distribution of xxx

Each match is independent with:

  • win probability =13=\frac13=31​
  • loss probability =23=\frac23=32​

Hence, x∼Binomial(10,13).x\sim \text{Binomial}\left(10,\frac13\right).x∼Binomial(10,31​).

Therefore, P(x=r)=(10r)(13)r(23)10−r.P(x=r)=\binom{10}{r}\left(\frac13\right)^r\left(\frac23\right)^{10-r}.P(x=r)=(r10​)(31​)r(32​)10−r.

So, p=P(x=4)+P(x=5)+P(x=6).p=P(x=4)+P(x=5)+P(x=6).p=P(x=4)+P(x=5)+P(x=6).

  1. Compute each term

P(x=4)=(104)(13)4(23)6P(x=4)=\binom{10}{4}\left(\frac13\right)^4\left(\frac23\right)^6P(x=4)=(410​)(31​)4(32​)6

=\frac{210\cdot 64}{3^{10}}.$$ $$P(x=5)=\binom{10}{5}\left(\frac13\right)^5\left(\frac23\right)^5$$ $$=252\cdot \frac{1}{3^5}\cdot \frac{2^5}{3^5} =\frac{252\cdot 32}{3^{10}}.$$ $$P(x=6)=\binom{10}{6}\left(\frac13\right)^6\left(\frac23\right)^4$$ $$=210\cdot \frac{1}{3^6}\cdot \frac{2^4}{3^4} =\frac{210\cdot 16}{3^{10}}.$$ Thus, $$p=\frac{210\cdot 64+252\cdot 32+210\cdot 16}{3^{10}}.$$ Now calculate the numerator: $$210\cdot 64=13440,$$ $$252\cdot 32=8064,$$ $$210\cdot 16=3360.$$ So, $$13440+8064+3360=24864.$$ Hence, $$p=\frac{24864}{3^{10}}.$$ 5. **Find $3^9p$** $$3^9p=3^9\cdot \frac{24864}{3^{10}}=\frac{24864}{3}=8288.$$ 6. **Final answer** $$\boxed{8288}$$ 7. **Comparison with stored answer** Stored correct answer: $8288$ This matches the derived answer.
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