Math Problem Statement

If X ~ B(15, 3/4), find: (a) P(X=8), (b) P(2 ≤ X < 6).

Solution

The problem you're asking about involves a binomial distribution XB(n=15,p=34)X \sim B(n=15, p=\frac{3}{4}). We need to solve two parts:

(a) P(X=8)P(X = 8)
(b) P(2X<6)P(2 \leq X < 6)

Let's solve these step by step.

(a) P(X=8)P(X = 8)

For a binomial distribution, the probability of getting exactly X=kX = k successes in nn trials is given by the binomial probability formula:

P(X=k)=(nk)pk(1p)nkP(X = k) = \binom{n}{k} p^k (1 - p)^{n - k}

where:

  • n=15n = 15 is the number of trials,
  • p=34p = \frac{3}{4} is the probability of success on a single trial,
  • k=8k = 8 is the number of successes.

We can compute:

P(X=8)=(158)(34)8(14)158P(X = 8) = \binom{15}{8} \left( \frac{3}{4} \right)^8 \left( \frac{1}{4} \right)^{15-8}

Now let's compute that.

(b) P(2X<6)P(2 \leq X < 6)

This is asking for the cumulative probability for XX between 2 and 5 inclusive. So we need to calculate:

P(2X<6)=P(2X5)=P(X=2)+P(X=3)+P(X=4)+P(X=5)P(2 \leq X < 6) = P(2 \leq X \leq 5) = P(X = 2) + P(X = 3) + P(X = 4) + P(X = 5)

We will calculate each of these probabilities using the binomial formula from part (a) and sum them up.

Let me now compute both parts (a) and (b).

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Math Problem Analysis

Mathematical Concepts

Probability
Binomial Distribution

Formulas

P(X = k) = (n choose k) * p^k * (1 - p)^(n - k)

Theorems

Binomial Theorem

Suitable Grade Level

Grades 10-12