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Probability

Question
CBSEENMA12033790

Let X denote the number of hours you study during a randomly selected school day. The probability that X can take the value x, has the following form, where k is some unknown constant.
straight P left parenthesis straight X space space equals space straight x right parenthesis space open curly brackets table attributes columnalign left end attributes row cell 0.1 comma space space space if space straight x space equals space 0 end cell row cell straight k space straight x comma space space space if space straight x space equals space 1 space or space space 2 end cell row cell straight k space left parenthesis 5 minus straight x right parenthesis comma space space if space straight x space equals space 3 space or space 4 end cell row cell 0 comma space space space space space otherwise end cell end table close

(a)    Find the value of k.
(b).    What is the probability that you study at least two hours ? Exactly two hours ? At most two hours?

Solution

The probability distribution of X is

X

0

1

2

3

4

P(X)

0.1

k

2 k

2k

k

(a) We know that
               sum from straight i space equals space 1 to straight n of space straight p subscript straight i space equals space 1
therefore space space 0.1 space plus space straight k space plus space 2 straight k space plus space 2 straight k space space plus straight k space equals 1 space space space space space space space space space space rightwards double arrow space space space 6 space straight k space equals space 0.9
therefore space space space space space space space straight k space equals space 0.15

(b) P(you study at least two hours) = P(X ≥ 2)
= P(X = 2) + P(X = 3) + P(X = 4)
= 2k + 2k + k = 5k = 5 × 0.15 = 0.75
P(you study exactly two hours) = P(X = 2)
= 2k = 2 × 0.15 = 0.3
P(you study at most two hours) = P(X ≤ 2)
= P(X = 0) + P(X = 1) + P(X = 2)
= 0.1 + k + 2k = 0.1 + 3k
= 0.1 + 3 × 0.15 = 0.55

 

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