In: Statistics and Probability
Suppose you have a three-sided die, the die is loaded
so that the probability of 1 or 2 coming out is the same and equal
to
one
4 while the third side has a probability of 1
two
. If it is launched
twice the die is X the random variable that returns the sum of
the
obtained results, write the table for the distribution function
of
probability p for the random variable X.
There is a three sided die with P(1) = 1/4 , P(2) = 1/4 , and P(3) = 1/2.
Die is rolled twice and the sum of the resultant number is noted. The possible Outcomes are:
(1,1) , (1,2) (1,3)
(2,1) (2,2) (2,3)
(3,1) (3,2) (3,3)
Case 1 : Outcome is (1,1)
Sum is noted as 2(1+1).
P(1,1) = P(1on 1st roll)*P(1 on 2nd roll of die)
= (1/4)*(1/4)
= 1/16
Case 2: Outcome is (1,2)
Sum is noted as 3(1+2).
P(1,2) = P(1on 1st roll)*P(2 on 2nd roll of die)
= (1/4)*(1/4)
= 1/16
Case 3: Outcome is (1,3)
Sum is noted as 4(1+3).
P(1,3) = P(1on 1st roll)*P(3 on 2nd roll of die)
= (1/4)*(1/2)
= 1/8
Case 4 : Outcome is (2,1)
Sum is noted as 3(2+1).
P(2,1) = P(2on 1st roll)*P(1 on 2nd roll of die)
= (1/4)*(1/4)
= 1/16
Case 5 : Outcome is (2,2)
Sum is noted as 4(2+2).
P(2,2) = P(2 on 1st roll)*P(2 on 2nd roll of die)
= (1/4)*(1/4)
= 1/16
Case 6 : Outcome is (2,3)
Sum is noted as 5(2+3).
P(2,3) = P(2 on 1st roll)*P(3 on 2nd roll of die)
= (1/4)*(1/2)
= 1/8
Case 7 : Outcome is (3,1)
Sum is noted as 4(3+1).
P(3,1) = P(3 on 1st roll)*P(1 on 2nd roll of die)
= (1/2)*(1/4)
= 1/8
Case 8 : Outcome is (3,2)
Sum is noted as 5(3+2).
P(3,2) = P(3 on 1st roll)*P(2 on 2nd roll of die)
= (1/2)*(1/4)
= 1/8
Case 9 : Outcome is (3,3)
Sum is noted as 6(3+3).
P(3,3) = P(3 on 1st roll)*P(3 on 2nd roll of die)
= (1/2)*(1/2)
= 1/4
Thus , the table for the distribution function is given as :
X : Sum | P(x) |
2 | 1/16 ( Case 1 ) |
3 | 2/16 ( Case 2 + 4) |
4 | 5/16 ( Case 3 + 5 + 7) |
5 | 4/16 (Case 6 + 8) |
6 | 4/16 ( Case 9) |
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