Olga's father was not Nicholas II. Olga's father was Grand Duke Konstantin Nikolaevich, the younger brother of Tsar Alexander II. Nicholas II was Olga's cousin, not her father.
Grand Duchess Olga Nikolaevna of Russia Quiz: Are You a Grand Duchess Olga Nikolaevna of Russia Superfan?