Change an element in the last row of a DataFrame

Taking elements from the solutions of @PallavBakshi and @Mike, the following works in Pandas >= 0.19:

a.loc[a.index[-1], 'a'] = 4.0

Just using iloc[-1, 'a'] won’t work as ‘a’ is not a location.