I wrote an explainer at How Competitive Skill Rating Works (Season 13). The references give the relevant developer statements or supporting data.
We don’t have your rank determined purely by statistical performance because that generates a system where people chase stats rather than try to win games. Note also that MMR is not a synonym for statistical performance. That is a popular myth, but MMR only has a small performance component.