Photo AI

The score when a spinner is spun is given by the discrete random variable X with the following probability distribution, where a and b are probabilities - Edexcel - A-Level Maths Statistics - Question 5 - 2018 - Paper 1

Question icon

Question 5

The-score-when-a-spinner-is-spun-is-given-by-the-discrete-random-variable-X-with-the-following-probability-distribution,-where-a-and-b-are-probabilities-Edexcel-A-Level Maths Statistics-Question 5-2018-Paper 1.png

The score when a spinner is spun is given by the discrete random variable X with the following probability distribution, where a and b are probabilities. | x | -1 |... show full transcript

Worked Solution & Example Answer:The score when a spinner is spun is given by the discrete random variable X with the following probability distribution, where a and b are probabilities - Edexcel - A-Level Maths Statistics - Question 5 - 2018 - Paper 1

Step 1

Explain why E(X) = 2.

96%

114 rated

Answer

The expected value E(X) is calculated as follows:

E(X)=(1)imesb+0imesa+2imesa+4imesa+5imesbE(X) = (-1) imes b + 0 imes a + 2 imes a + 4 imes a + 5 imes b

This simplifies to:

E(X)=b+7aE(X) = -b + 7a

Setting this equal to 2, we have:

b+7a=2-b + 7a = 2

Step 2

Find a linear equation in a and b.

99%

104 rated

Answer

From the probability distribution, we know that: a+b=1a + b = 1

This provides our first linear equation.

Step 3

Find a second equation in a and b and simplify your answer.

96%

101 rated

Answer

From the first equation, rearranging gives: b=1ab = 1 - a

Substituting this into the earlier equation b+7a=2-b + 7a = 2 yields: (1a)+7a=2-(1 - a) + 7a = 2

This simplifies to: 8a1=28a - 1 = 2 Thus, we have: 8a=3a=0.3758a = 3 \Rightarrow a = 0.375

Step 4

Solve your two equations to find the value of a and the value of b.

98%

120 rated

Answer

Using our first equation:

  1. From a+b=1a + b = 1, with a=0.375a = 0.375, we substitute to find: b=10.375=0.625b = 1 - 0.375 = 0.625

Step 5

Find E(Y).

97%

117 rated

Answer

We have the transformation for Y as: Y=103XY = 10 - 3X

Thus, using the formula for the expectation: E(Y)=103E(X)=103imes2=4E(Y) = 10 - 3E(X) = 10 - 3 imes 2 = 4

Step 6

Find Var(Y).

97%

121 rated

Answer

Using the variance transformation property: Var(Y)=9imesVar(X)Var(Y) = 9 imes Var(X) Substituting Var(X) = 7.1: Var(Y)=9imes7.1=63.9Var(Y) = 9 imes 7.1 = 63.9

Step 7

Find P(Y > X).

96%

114 rated

Answer

To find P(Y > X): We first analyze the relationship between Y and X separately. Given that: Y can take values {103x10 - 3x} when X takes values {±1, 0, 2, 4, 5}. This means evaluating P for each combination of X and Y, ultimately leading to: P(Y>X)=P(Y=0)+P(Y=1)+P(Y=2)+P(Y=3)=0.55P(Y > X) = P(Y = 0) + P(Y = 1) + P(Y = 2) + P(Y = 3) = 0.55

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

;