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Question -

A random variable X has the following probability distribution:
 
Determine
(i) k
(ii) P (X < 3)
(iii) P (X > 6)
(iv) P (0 < X < 3)



Answer -

Given a randomvariable X with its probability distribution.

(i) As we know the sumof all the probabilities in a probability distribution of a random variablemust be one.

Hence the sum ofprobabilities of given table:

 0 + k + 2k + 2k+ 3k + k2 + 2k2 + 7K2 + k = 1

 10K2 +9k = 1

 10K2 +9k – 1 = 0

 (10K-1) (k + 1)= 0

k = -1, 1/10

It is known thatprobability of any observation must always be positive that it can’t benegative.

So k = 1/10

(ii) Now we have tofind P(X < 3)

P(X < 3) = P(X = 0)+ P(X = 1) + P(X = 2)

= 0 + k + 2k

= 3k

P (X < 3) = 3 ×1/10 = 3/10

(iii) Now we have findP(X > 6)

P(X > 6) = P(X = 7)

= 7K2 +k

= 7 × (1/10)2 +1/10

= 7/100 + 1/10

P (X > 6) = 17/100

(iv) Consider P (0< X < 3)

P (0 < X < 3) =P(X = 1) + P(X = 2)

= k + 2k

= 3k

P (0 < X < 3) =3 × 1/10 = 3/10

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