Let
Let
Let
Let
i.e. the distribution of
Consider now the Random Variable
often written as just
From the definition of
This is wrong.
We need to fully expand the definitions to understand why.
Firstly:
Now we can properly see:
i.e.
Thinking about it further,
if
then