'Chastisement' in the Bible

O Jehovah, in distress they missed Thee, They have poured out a whisper, Thy chastisement is on them.

And he is pierced for our transgressions, Bruised for our iniquities, The chastisement of our peace is on him, And by his bruise there is healing to us.