Solution (source code)

= Solution

Under the <partially linear model>,
$$
\mathbb E[Y\mid A=1,X]-\mathbb E[Y\mid A=0,X]
=\beta_2.
$$
Inserting this constant conditional contrast into the identification formula from part i gives
$$
\beta_1=\mathbb E[\beta_2]=\beta_2.
$$