When Rohit plays a game, the number of points he receives is given by the discrete random variable $X$ with the following probability distribution - Edexcel - A-Level Maths Statistics - Question 3 - 2009 - Paper 1
Question 3
When Rohit plays a game, the number of points he receives is given by the discrete random variable $X$ with the following probability distribution.
| $x$ | 0 | 1 |... show full transcript
Worked Solution & Example Answer:When Rohit plays a game, the number of points he receives is given by the discrete random variable $X$ with the following probability distribution - Edexcel - A-Level Maths Statistics - Question 3 - 2009 - Paper 1
Step 1
Find $E(X)$
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Answer
To find the expected value E(X), we use the formula:
E(X)=extsumof(ximesP(X=x))
Thus,
E(X)=0imes0.4+1imes0.3+2imes0.2+3imes0.1E(X)=0+0.3+0.4+0.3=1.0
Step 2
Find $F(1.5)$
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Answer
To find the cumulative distribution function F(1.5), we sum the probabilities for all x values up to 1.5:
F(1.5)=P(X=0)+P(X=1)F(1.5)=0.4+0.3=0.7
Step 3
Show that $Var(X) = 1$
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Answer
To show that the variance Var(X)=1, we first calculate E(X2):
E(X2)=02imes0.4+12imes0.3+22imes0.2+32imes0.1E(X2)=0+0.3+0.8+0.9=2.0
Now, using the variance formula:
Var(X)=E(X2)−(E(X))2Var(X)=2.0−(1.0)2=2.0−1.0=1.0
Step 4
Find $Var(5 - 3X)$
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Answer
To find Var(5−3X), we use the formula for variance of a linear transformation:
Var(aX+b)=a2Var(X)
Here, a=−3 and b=5:
Var(5−3X)=(−3)2Var(X)=9imes1=9
Step 5
Find the probability that Rohit wins the prize
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Answer
Rohit wins the prize if the total score after 5 games is at least 10. He has 6 points after 3 games, so he needs at least 4 points in the next 2 games.
The possible scores for X are:
Scoring 4 points requires: (2, 2)
Scoring 5 points requires: (3, 2) or (2, 3)
Probability calculations are as follows:
( P(X=2) = 0.2 ) and both games need to score 2:
Probability = ( 0.2 imes 0.2 = 0.04 )
( P(X=3) = 0.1 ) and any combination of points:
Probability for (3, 2) or (2, 3) = ( 0.1 imes 0.2 + 0.2 imes 0.1 = 0.01 + 0.01 = 0.02 )
Thus, total probability that Rohit wins the prize: