[Book3] Monte Carlo estimator in 5.2

[malikarjun]

In 5.2 of book 3, the integral for outgoing color is defined as follows

And the corresponding Monte Carlo estimator is

Maybe I am missing something but shouldn't the pdf in the denominator be for "incoming" instead of "outgoing" directions, since the integration is over the domain of incoming directions.