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Probability

Question
CBSEENMA12033791

A random variable X has the following probability distribution:

X

0

1

2

3

4

5

6

1

P(X)

0

k

2k

2k

3k

k2

2k2

7k2 + k


Determine (i) k  (ii) P(X < 3)  (iii) P(X > 6)   (iv) P(0 < X < 3)

Solution

(i) Since Σ P(X) = 1
∴ P(0) + P(1) + P(2) + P(3) + P(4) + P(5) + P(6) + P(7) = 1
⇒ 0 + k + 2k + 2k + 3k + k2 + 2k2 + 7 k2 + k = 1
rightwards double arrow space space 10 space straight k squared plus 9 straight k minus 1 space equals space 0 space space space space rightwards double arrow space space space space space straight k space equals space fraction numerator negative 9 plus-or-minus square root of 81 plus 40 end root over denominator 2 cross times 10 end fraction
rightwards double arrow space space space space space space space space space straight k space equals space fraction numerator negative 9 plus-or-minus square root of 21 over denominator 20 end fraction space space space space space space space rightwards double arrow space space space straight k space equals space fraction numerator negative 9 plus-or-minus 11 over denominator 20 end fraction space equals 1 over 10 comma space minus 1
But k cannot be negative as probability is always non-negative.
therefore space space space space space space straight k space equals space 1 over 10
∴   probability distribution of X is

   left parenthesis straight i right parenthesis space straight P left parenthesis straight X less than 3 right parenthesis space equals space straight P left parenthesis 0 right parenthesis space plus space straight P left parenthesis 1 right parenthesis space plus space straight P left parenthesis 2 right parenthesis space equals space 0 plus 1 over 10 plus 2 over 10 equals 3 over 10.
left parenthesis ii right parenthesis space straight P left parenthesis straight X greater than 6 right parenthesis space equals space straight P left parenthesis 7 right parenthesis space equals space 17 over 100
left parenthesis iii right parenthesis space straight P left parenthesis 0 less than straight X less than 3 right parenthesis space equals space straight P left parenthesis 1 right parenthesis space plus space straight P left parenthesis 2 right parenthesis space equals space 1 over 10 plus 2 over 10 space equals 3 over 10.

  

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