Computed sample data set

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Reference no: EM131001538

If X1 is a lognormal random variable with parameters (α, β1 ), and X2 is a lognormal random variable with parameters (α, β2 ), it has been postulated that the product:

XX2

has a lognormal distribution with parameters (α, β) where:

ββ1 + β2

(i) Con?rm this result theoretically. (Hint : use results from Chapter 6 regarding the sum of Gaussian random variables.)

(ii) In the data table below, X1 is a random sample drawn from a distribution pur- ported to be L(0.250.50); and X2 is a random sample drawn from a distribution purported to be L(0.250.25).

X1

1.16741

X2

1.61889

1.58631

1.15897

2.00530

1.17163

1.67186

1.09065

1.63146

1.27686

1.61738

0.91838

0.74154

1.45123

2.96673

1.47800

1.50267

2.16068

1.99272

1.46116

From this data set, obtain the corresponding values for de?ned as the product XX2 . According to the result stated and proved in (i), what is the theoretical distribution of Y? Con?rm that the computed sample data set for agrees with this postulate.

Reference no: EM131001538

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