I'm new here and this is my first question.

I'm struggling with a proof for my statistics course.

I need to show the following proposition:

$E[Y^2|\bar{X}=\bar{x}]\geq[E(Y|\bar{X}=\bar{x})]^2$

I tried to show it using Jensen's inequality but my teacher told me that is not correct.

Thank you :)