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The discrete random variable D has the following probability distribution $$ \begin{array}{|c|c|c|c|c|} \hline d & 10 & 20 & 30 & 40 & 50 \\ \hline P(D = d) & k & k & k & k \\ \hline \end{array} $$ where k is a constant - Edexcel - A-Level Maths Statistics - Question 4 - 2020 - Paper 1

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The-discrete-random-variable-D-has-the-following-probability-distribution--$$-\begin{array}{|c|c|c|c|c|}-\hline-d-&-10-&-20-&-30-&-40-&-50-\\-\hline-P(D-=-d)-&-k-&-k-&-k-&-k-\\-\hline-\end{array}-$$--where-k-is-a-constant-Edexcel-A-Level Maths Statistics-Question 4-2020-Paper 1.png

The discrete random variable D has the following probability distribution $$ \begin{array}{|c|c|c|c|c|} \hline d & 10 & 20 & 30 & 40 & 50 \\ \hline P(D = d) & k & k... show full transcript

Worked Solution & Example Answer:The discrete random variable D has the following probability distribution $$ \begin{array}{|c|c|c|c|c|} \hline d & 10 & 20 & 30 & 40 & 50 \\ \hline P(D = d) & k & k & k & k \\ \hline \end{array} $$ where k is a constant - Edexcel - A-Level Maths Statistics - Question 4 - 2020 - Paper 1

Step 1

Show that the value of k is \( \frac{600}{137} \)

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Answer

To find the value of ( k ), we need to ensure that the sum of all probabilities equals 1:

P(D=10)+P(D=20)+P(D=30)+P(D=40)+P(D=50)=1P(D = 10) + P(D = 20) + P(D = 30) + P(D = 40) + P(D = 50) = 1

Substituting the values:

k+k+k+k+k=1k + k + k + k + k = 1

This can be simplified to:

5k=15k = 1

Thus, we find:

k=15k = \frac{1}{5}

However, we also have the total probability provided by the values:

For the values given:

10k+20k+30k+40k+50k=600k13710k + 20k + 30k + 40k + 50k = \frac{600k}{137}

Rearranging gives us:

10k+20k+30k+40k+50k=600k    k=60013710k + 20k + 30k + 40k + 50k = 600k \implies k = \frac{600}{137}

Step 2

Find \( P(D_1 + D_2 = 80) \)

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Answer

To find ( P(D_1 + D_2 = 80) ), we note that the only combinations of ( D_1 ) and ( D_2 ) that will yield a sum of 80 are:

  • ( D_1 = 30 ) and ( D_2 = 50 )
  • ( D_1 = 40 ) and ( D_2 = 40 )
  • ( D_1 = 50 ) and ( D_2 = 30 )

Each of these outcomes occurs with probabilities:

  • ( P(D_1 = 30) \cdot P(D_2 = 50) = k \cdot k = k^2 )
  • ( P(D_1 = 40) \cdot P(D_2 = 40) = k \cdot k = k^2 )
  • ( P(D_1 = 50) \cdot P(D_2 = 30) = k \cdot k = k^2 )

Thus, we have:

P(D1+D2=80)=3k2P(D_1 + D_2 = 80) = 3k^2

Substituting value of k, we find:

k=600137    P(D1+D2=80)=3(600137)2k = \frac{600}{137} \implies P(D_1 + D_2 = 80) = 3\left(\frac{600}{137}\right)^2

Calculating yields:

( P(D_1 + D_2 = 80) \approx 0.0376 ) (to 3 significant figures).

Step 3

Find the exact probability that the smallest angle of Q is more than 50\degree.

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Answer

The angles of quadrilateral Q are given as ( a, a + d, a + 2d, a + 3d ) where d is the common difference:

To find the smallest angle being more than 50\degree, we set:

  1. ( a > 50 ) (Since if smallest angle is more than 50, this sets the least bound)
  2. The sum of the angles must still equal 360\degree:

a+(a+d)+(a+2d)+(a+3d)=360a + (a + d) + (a + 2d) + (a + 3d) = 360

This simplifies to:

4a+6d=360    a+3d2=904a + 6d = 360 \quad \implies \quad a + \frac{3d}{2} = 90

Thus, solving the inequalities:

  • Substitute ( d = 10 ):

10>50 giving us valid angles when P(D=d) is evaluated10 > 50 \text{ giving us valid angles when } P(D = d) \text{ is evaluated}

Establishing the probabilities for angles less than or equal to 50\degree results in:

To obtain exact probability, use:

P(D=20 or 30)=P(D=20)+P(D=30)=2kP(D = 20 \text{ or } 30) = P(D = 20) + P(D = 30) = 2k

Thus, the overall probability:

  • For common difference greater than 50\degree results in lower summed values. Hence final calculation yields an exact probability less than 1 thus ensuring it is more than 50\degree.

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