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If Random Variable X Has Probability Distribution Function. F(X) = C/X, 1 < X < 3, C > 0, Find C, E(X) and Var(X) - Mathematics and Statistics

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Question

If random variable X has probability distribution function.
f(x) = `c/x`, 1 < x < 3, c > 0, find c, E(x) and Var(X)

Sum
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Solution 1

∴ X has probability distribution function
∴  `int_1^3 c/x dx = 1`

`[ c log x]_1^3` = 1

c [ log3 - log 1 ] = 1
c log 3 = 1

c = `1/log 3`  

E(X) = `int_1^3 xf(x)`

        = `int_1^3 x . c/x dx`

        = `c int_1^3 1 dx`

        = `c | x |_1^3`

        = c | 3 - 1|
        = 2c
E(X) = `2/log 3`

V(X) = `E( "X"^2 ) - E( "X"^2 )`

V(X) = `int_1^3 x^2f(x) dx - [ int_1^3 x x f(x) dx ]^2`

= `int_1^3 x^2 c/x dx - [ 2/log 3 ]^2`

= `int_1^3  cx dx - [ 2/log 3 ]^2`

= `c[ x^2/2 ]_1^3 - [ 2/log 3 ]^2`

= `1/log 3 xx [ (9 - 1)/2] - 4/[(log 3)^2]`

V(X) = = `4/log 3- 4/[(log 3)^2]`

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Solution 2

∴ X has probability distribution function
∴  `int_1^3 c/x dx = 1`

`[ c log x]_1^3` = 1

c [ log3 - log 1 ] = 1
c log 3 = 1

c = `1/log 3`  

E(X) = `int_1^3 xf(x)`

        = `int_1^3 x . c/x dx`

        = `c int_1^3 1 dx`

        = `c | x |_1^3`

        = c | 3 - 1|
        = 2c
E(X) = `2/log 3`

V(X) = `E( "X"^2 ) - E( "X"^2 )`

V(X) = `int_1^3 x^2f(x) dx - [ int_1^3 x x f(x) dx ]^2`

= `int_1^3 x^2 c/x dx - [ 2/log 3 ]^2`

= `int_1^3  cx dx - [ 2/log 3 ]^2`

= `c[ x^2/2 ]_1^3 - [ 2/log 3 ]^2`

= `1/log 3 xx [ (9 - 1)/2] - 4/[(log 3)^2]`

V(X) = = `4/log 3- 4/[(log 3)^2]`

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Solution 3

∴ X has probability distribution function
∴  `int_1^3 c/x dx = 1`

`[ c log x]_1^3` = 1

c [ log3 - log 1 ] = 1
c log 3 = 1

c = `1/log 3`  

E(X) = `int_1^3 xf(x)`

        = `int_1^3 x . c/x dx`

        = `c int_1^3 1 dx`

        = `c | x |_1^3`

        = c | 3 - 1|
        = 2c
E(X) = `2/log 3`

V(X) = `E( "X"^2 ) - E( "X"^2 )`

V(X) = `int_1^3 x^2f(x) dx - [ int_1^3 x x f(x) dx ]^2`

= `int_1^3 x^2 c/x dx - [ 2/log 3 ]^2`

= `int_1^3  cx dx - [ 2/log 3 ]^2`

= `c[ x^2/2 ]_1^3 - [ 2/log 3 ]^2`

= `1/log 3 xx [ (9 - 1)/2] - 4/[(log 3)^2]`

V(X) = = `4/log 3- 4/[(log 3)^2]`

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Solution 4

∴ X has probability distribution function
∴  `int_1^3 c/x dx = 1`

`[ c log x]_1^3` = 1

c [ log3 - log 1 ] = 1
c log 3 = 1

c = `1/log 3`  

E(X) = `int_1^3 xf(x)`

        = `int_1^3 x . c/x dx`

        = `c int_1^3 1 dx`

        = `c | x |_1^3`

        = c | 3 - 1|
        = 2c
E(X) = `2/log 3`

V(X) = `E( "X"^2 ) - E( "X"^2 )`

V(X) = `int_1^3 x^2f(x) dx - [ int_1^3 x x f(x) dx ]^2`

= `int_1^3 x^2 c/x dx - [ 2/log 3 ]^2`

= `int_1^3  cx dx - [ 2/log 3 ]^2`

= `c[ x^2/2 ]_1^3 - [ 2/log 3 ]^2`

= `1/log 3 xx [ (9 - 1)/2] - 4/[(log 3)^2]`

V(X) = = `4/log 3- 4/[(log 3)^2]`

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2015-2016 (March)

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