Photo AI

The random variable $X$ is such that $X ilde{ ext{B}}(n, p)$ The mean value of $X$ is 225 The variance of $X$ is 144 Find $p$ - AQA - A-Level Maths Pure - Question 11 - 2021 - Paper 3

Question icon

Question 11

The-random-variable-$X$-is-such-that-$X--ilde{-ext{B}}(n,-p)$--The-mean-value-of-$X$-is-225--The-variance-of-$X$-is-144--Find-$p$-AQA-A-Level Maths Pure-Question 11-2021-Paper 3.png

The random variable $X$ is such that $X ilde{ ext{B}}(n, p)$ The mean value of $X$ is 225 The variance of $X$ is 144 Find $p$. Circle your answer. 0.36 0.6 0... show full transcript

Worked Solution & Example Answer:The random variable $X$ is such that $X ilde{ ext{B}}(n, p)$ The mean value of $X$ is 225 The variance of $X$ is 144 Find $p$ - AQA - A-Level Maths Pure - Question 11 - 2021 - Paper 3

Step 1

Find $p$ using the mean

96%

114 rated

Answer

For a binomial distribution, the mean extE(X) ext{E}(X) is given by:

extE(X)=nimesp ext{E}(X) = n imes p

Given that the mean is 225, we have:

225=nimespag1225 = n imes p ag{1}

This can be rearranged to:

p=225nag2p = \frac{225}{n} ag{2}

Step 2

Find $p$ using the variance

99%

104 rated

Answer

The variance of a binomial distribution is given by:

extVar(X)=nimespimes(1p) ext{Var}(X) = n imes p imes (1 - p)

Given that the variance is 144, we have:

144=nimespimes(1p)ag3144 = n imes p imes (1 - p) ag{3}

Now, we can substitute Equation (2) into Equation (3).

Letting p=225np = \frac{225}{n}:

144=n×225n×(1225n)144 = n \times \frac{225}{n} \times \left(1 - \frac{225}{n}\right)

This simplifies to:

144=225×(1225n)=2252252n144 = 225 \times \left(1 - \frac{225}{n}\right) = 225 - \frac{225^2}{n}

Rearranging gives:

2252n=225144\frac{225^2}{n} = 225 - 144

2252n=81\frac{225^2}{n} = 81

From here, we can solve for nn:

n=225281=625n = \frac{225^2}{81} = 625

Step 3

Substitute $n$ back to find $p$

96%

101 rated

Answer

Now substituting n=625n = 625 back into Equation (2):

p=225625=0.36p = \frac{225}{625} = 0.36

Thus, the value of pp is 0.36. Circle the answer: 0.36.

Join the A-Level students using SimpleStudy...

97% of Students

Report Improved Results

98% of Students

Recommend to friends

100,000+

Students Supported

1 Million+

Questions answered

;