“his house.” Matthew’s house. Luke 5:29 makes it clear that it is Matthew’s house (Matthew is called Levi in Mark 2:13-17, and Luke 5:27-30). Matthew was a tax collector, and so it makes sense that his friends were tax collectors and “sinners,” which is why so many people like that were at the dinner.

[For more information see commentary on Matthew 9:10.]