A random variable X is said to have the Laplace or Double exponential distribution with parameters μ and o, if the density fl is given by f(x|μ,0) = 1 -e √n Σ Xi ΣΧ |x-μ| σ 20 where ∞ <<∞ and o> 0. d I(-∞,∞)(x), a. Calculate the expected value and variance of X b. Consider a random sample X₁, X2, ..., Xn from the standard Laplace distribution, which is special case of the Laplace dis tribution with = 0 and o = 1. Show that N(0, 1/2), as n → ∞

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A random variable X is said to have the Laplace or Double
exponential distribution with parameters µ and o, if the density
is given by
f(x|µ,0) =
1
-e
|x-μ|
σ
√n Σ Xi
ΣΧ
-I(-∞0,00) (x),
20
where ∞ <μ< ∞ and σ > 0.
a. Calculate the expected value and variance of X
b. Consider a random sample X₁, X2, ..., Xn from the standard
Laplace distribution, which is special case of the Laplace dis-
tribution with μµ = 0 and σ = 1. Show that
♣ N(0, 1/2), as n → ∞
Transcribed Image Text:A random variable X is said to have the Laplace or Double exponential distribution with parameters µ and o, if the density is given by f(x|µ,0) = 1 -e |x-μ| σ √n Σ Xi ΣΧ -I(-∞0,00) (x), 20 where ∞ <μ< ∞ and σ > 0. a. Calculate the expected value and variance of X b. Consider a random sample X₁, X2, ..., Xn from the standard Laplace distribution, which is special case of the Laplace dis- tribution with μµ = 0 and σ = 1. Show that ♣ N(0, 1/2), as n → ∞
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