Here's my take on Problem 1.9, part(b), which is following the same lines as the description of MaciekLeks above.

We have:

Since

is monotonically increasing in t.

Also,

is non negative for all t, implying Markov inequality holds:

The last line being true since [math]x_n[\math] are independent.

From there it directly follows that