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(Solved): Let x be a Poisson distributed random variable with parameter 1 . Show that P(x>=t)<=(e^(t- ...



Let

x

be a Poisson distributed random variable with parameter 1 . Show that

P(x>=t)<=(e^(t-1))/(t^(t))

for

t>=1

. Hint: You might want to first show that

P(x>=t)<=e^(-\theta t)e^(e^(\theta )-1)

for

\theta >=0

. Remark: This bound can be used to show the following threshold phenomena: Let

M_(n)

be the maximum of

n

i.i.d. Poisson distributed random variables of parameter 1 . For any fixed

ainR

, as

n->\infty

, we have that

P(M_(n)>=(1+a)log(n)/(loglogn))->{(1 if a<0),(0 if a>0):}

Let

x,Y

, and

Z

be independent random variables, exponentially distributed with rate parameters

\lambda ,\mu

, and

u

, respectively. (a) Find

min(Y,Z)


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