Suppose a random variable U has the Uniform(0, 1) distribution. Let X1, X2, X3,.. and Y, Y2, Y3,...be sequences of random variables such that, for n = 1,2, 3, ... %3D if U <, X, otherwise, while - 2 2n if U < }, otherwise, and Ji+2_m+1 if U >, Ym 1 otherwise. Which of the following statements are true? O The sequence Y,Y½, Y3,…converges in probability. O The sequence X1, X2, X3,… converges in probability. O The sequence Y,Y,, Y3, ... converges in quadratic mean. .... O The sequence Y1,Y2,¥3,... converges weakly. O The sequence X1, X2, X3,. converges weakly. .... O The sequence X1, X2, X3, ... converges in quadratic mean.

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Suppose a random variable U has the Uniform(0, 1) distribution. Let X1, X2, X3,... and
Y1,Y,, Y3,... be sequences of random variables such that, for n = 1, 2, 3, ...
%3D
if U <,
n
otherwise,
while
if U < ,
2n
1-2
otherwise,
and
if U >,
2n+1
1+2
Yan 1
otherwise.
Which of the following statements are true?
O The sequence Y1,Y2, Y3,.…. converges in probability.
O The sequence X1, X2, X3,... converges in probability.
O The sequence Y,, Y2, Y3, ... converges in quadratic mean.
O The sequence Y1, Y2, Y3, ... converges weakly.
The sequence X1, X2, X3,... converges weakly.
O The sequence X1, X2, X3,... converges in quadratic mean.
Transcribed Image Text:Suppose a random variable U has the Uniform(0, 1) distribution. Let X1, X2, X3,... and Y1,Y,, Y3,... be sequences of random variables such that, for n = 1, 2, 3, ... %3D if U <, n otherwise, while if U < , 2n 1-2 otherwise, and if U >, 2n+1 1+2 Yan 1 otherwise. Which of the following statements are true? O The sequence Y1,Y2, Y3,.…. converges in probability. O The sequence X1, X2, X3,... converges in probability. O The sequence Y,, Y2, Y3, ... converges in quadratic mean. O The sequence Y1, Y2, Y3, ... converges weakly. The sequence X1, X2, X3,... converges weakly. O The sequence X1, X2, X3,... converges in quadratic mean.
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