Has anyone tried adjusting Corsi for score effects? I understand we have Corsi close, but then we have a smaller sample of data to go by and we toss out the data from when the deficit is 2+ goals. But couldn't we look at what typically happens to possession in these situations and adjust them individually? (example, if it's shown that teams are typically 10% better at corsi when down 2 goals compared to when close, then adjust all corsi stats by 10% each way for periods of time where teams that are up or down by 2 goals.)
For us to have a "true" possession stat I think we need all data, and I think we need more than just a full season's worth too. I'd like to see what Corsi would look like if adjusted for:
- Zone starts (relative to team of course)
- strength of competition
- strength of linemates
- quality of shots/chances (something that brings LA down to earth, for example, since it was shown that these "possession kings" produce lower quality shots)
- score effects
I think that all five of these things have an impact and these impacts are all measurable and can be adjusted for. It would be nice to see stats match up a little more with the eye test and with the opinions of NHL coaches who are paid to win hockey games. For example, Torey Krug and Shayne Gostisbehere lead NHL defensemen in relative Corsi, but they're sheltered offensive defensemen whose coaches don't trust them with the most minutes on the team, or the hardest minutes. They're clearly not even the best all-around defensemen on their own teams, let alone the league.
Thoughts?