Heaven is my throne - See the notes on Matthew 5:34.
Earth is my footstool - See the notes on Matthew 5:35.
What house ... - What house or temple can be large or magnificent enough for the dwelling of Him who made all things?
The place of my rest - My home, my abode, my fixed seat or habitation. Compare Psalms 95:11.