(1) Time series EDA
How does the aggregated stats fluctuate over time?
: Aggregated stats converges towards mean. Use coefficient of variance?
Year-to-year variations in the stats?
: Sampling starts fresh every year. Can independence be assumed?
Does a team's stats fluctuate year-to-year? By how much?
: Repeated measures tests?
(2) Stats comparisons between conferences
Is WP affected by conference? Stats?
: manova?
(3) Per game model
Needs multiple output model to predict scores for both winning and losing teams.