I started by looking at the breakdown of what types of players were being drafted and compared that to what the breakdown would be for a 4-4-2 formation. In the MLS Superdraft, forwards and midfielders are over represented while defenders and goalkeepers are under represented. For this analysis, I am excluding goalkeepers because the sample size (n=6) is too low to get meaninfgul results. What this means is that teams are biased towards so-called "flair players". Are they making the right decisions?
I noticed two things looking at the distribution. One, the number of midfielders who greatly underperform was quite high, and two, there seem to be a lot of defenders who overperform by quite a bit (look at how the data tails off to the right compared to sparse data for M/F). Given that defenders seem to be performing better than their flair counter parts, I wanted to see if there was a drafting strategy that would emerge, something like "Pick flair players early and save your later picks for defensive players". I decided to look next at how players perform based on both their position AND their selection number.
Looking at defenders first, it seems like across the board they are a good pick. No matter where in the draft you are, it looks like there quality defenders available. Moving on to midfielders, it looks like only in the first few draft spots will you consistently get someone good who can start. Late in the second round it looks like there are some guys available who can sub, but in general, midfielders tend to underperform (which begs the question, if there are so many midfield flops, why do teams keep drafting them?). Lastly, looking at forwards, they really seem to be a mixed bag. In the first few spots, they perform as expected, but after that it's hit or miss as to whether or not they will see playing time. In fact, looking at the significance of the linear regression by position, the regression is not significant for forwards (p=.12). If you look at the top point scorers (points = 2*goals+assists) from the draft for the last 5 years, the top 10 scorers are:
- Robbie Findley
- Sacha Kjlestan
- Kei Kamara
- Dane Richards
- Yura Movsisyan
- Dominic Oduro
- Mehdi Ballouchy
- Steve Zakuani
- Jasan Garey
- Jozy Altidore
- Starting midfielders can be found in the first 5 spots. After that the odds are against you.
- Defenders are undervalued in the draft. They perform well, but teams tend to ignore them.
- Forwards are a gamble. High risk, moderate reward.
No comments:
Post a Comment