Why do these simulations you ask? The primary reason is that the format for USTA League Nationals is now a flight-less random round-robin where each team plays four other random opponents. This introduces significant variations in schedule strength, the possibility of an undefeated team not making the top-4, and teams vying for the top-4 perhaps not having played head-to-head and unfortunate tie-breakers being used. The simulations aim to educate folks on how it all works and look at what may happen. Also see this write-up for some things to know about Nationals.
Nationals are approaching the fifth weekend of competition, the 18 & Over 9.0 Mixed event being held in Orlando. Here is what the simulation says is likely to happen.
As a reminder, my simulations are done using my Estimated Dynamic NTRP Ratings and looking at the average rating for the top group of players on each team, the actual schedule each team will play, and then doing a million simulations of the matches with some random variation in each team's expected result.
First, the schedule with 17 teams will nearly always allow for five teams to be undefeated and one sent home (2% chance), but while a schedule can be done that precludes it, it is possible there could be six undefeated, although very unlikely with about 500 of the million simulations ending that way. Four undefeated would be a nice and tidy result with no drama, but there is just a 19% chance of that so we are more than likely to have some tie-break scenarios with a 41% chance of three undefeated.
That leaves a pretty good chance, 79%, that there will be a tie for the last spot and it come down to tie-breakers. That tie is likely at a 3-1 record. The most likely size of the tie is four at 28%, but three is nearly as likely at 26%, five is still 22%, and a 2-way tie just 11%, 6-way 9%. The chances of larger ties diminish pretty quickly, but an 11-way tie is theoretically possible, but it appears a multi-way tie is a very high probability and it could be reasonably large.
Should there be a tie on team record, it comes down first to who has the best court record, then head-to-head (if applicable), then to who lost the fewest sets, then who lost the fewest games, and finally percent of games won. There is a 32% chance it comes down to the sets lost tie-breaker, and there is a 59% chance that is between two teams and a healthy 32% chance it is between three teams, If the controversial tie-breakers are going to come into play, this is the likely spot.
The schedule strengths do vary a lot, the team with the easiest schedule having an opponent average of 4.42 while the team with the toughest schedule having an opponent average of 4.63. This leads to an easier road for some teams than others, one of the predicted semi-finalists getting there due to an easier schedule.
So who is most likely to come out in the top-4? NorCal, Northern, SoCal, and Eastern are solid choices, NorCal the most likely. PNW, Texas, Mid-Atlantic, and Florida will step in if someone slips up.
For those interested, I offer a variety of reports to make Nationals more fun and help captains prepare. I have a Simulation Report that has all of the details of the simulation including the average ratings for each team, each team's schedule strength, the most likely record for each team, and the chance of each possible record for each team. I also offer reports to help teams scout opponents in more detail, both a Flight Report with full roster averages, top-8 averages and played by court averages for each team, as well as full Team Reports with detailed ratings for each rostered player and stats who who plays with who and on which court and how they do together. Contact me if interested in any of these reports.
No comments:
Post a Comment