Showing posts with label Major League Soccer. Show all posts
Showing posts with label Major League Soccer. Show all posts

Sunday, November 21, 2010

On the MLS Draft -- Which Position To Pick?

The MLS Superdraft is one of four ways in which teams can reinforce their squad.  They can also sign players from their academis, sign players from outside the league that they scout themselves or be allocated players from the US National Team pool.  Given that there several options on how to get new players, it's important to think about what type of player you want to get through each method.  For the MLS Superdraft, I wanted to see if any patterns appeared that would indicate drafting a certain type of player would be more successful than others. 

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?

Tuesday, November 9, 2010

On the MLS Draft: Linear Regression

In my first two posts on the MLS draft I was looking at patterns in the 2009 and 2010 drafts.  I've now started looking at the data from the first 5 seasons.  Again, I'm using minutes played as an indicator of success.  I'm not attempting to predict which players should be picked when and who will be successful in MLS, but instead I'm trying to reveal patterns that show a breakdown in the draft decision making process. 

Monday, November 8, 2010

On the Popularity of MLS on Facebook

Today,  Futebol Finance released their list of top 25 clubs with the most fans of Facebook.  The results aren't too surprising, with the top 25 dominated by the usual suspects of European and South American clubs.  MLS failed to crack their top 25 with a small footnote that Real Salt Lake had only 37,000 fans.  RSL are an odd benchmark, given that the Seattle Sounders lead the league in attendance by a considerable margin.  As of 11/8, Seattle Sounders have 130,000+ fans, putting them at #22 in the world.  What about the Beckham effect?  LA Galaxy have less than 28,000 fans.  At least Seattle can beat LA in something.

Sunday, October 31, 2010

On the MLS Draft Part Two

I decided to take a look at how last year's draft class was doing. Specifically, I was wondering if I would see the same patterns in year two or if last year's class was behaving differently. More or less the same patterns appear for the universities producing the draftees. Overall, the same exponential decay seems to happen with playing minutes as the selection number increases. However, we don't see the same pattern of defenders taken late in the draft out performing their expected minutes. Instead we see defenders outperforming for middle picks instead of just in the tail. For the class of 2009, the tail is almost completely filled with players who were cut from their team before ever making their MLS debut. In fact, 13 out of the 30 players taken in 2009 had little to no minutes in their first 2 seasons. The fact that they are no longer with their MLS clubs rules out the theory that they will provide future value to the club. Basically, MLS teams are really bad at figuring out who is good enough to play in the league. It will be interesting to see how these numbers change with the reintroduction of the reserve league and larger rosters. Teams might be more patient with developing young players and have the roster space to do so.

Wednesday, October 27, 2010

On MLS Attendance


Two things happened recently that got me thinking about the growth of MLS. For the first time in its history, Major League Soccer passed the 4 million person mark in its regular season attendance. Teams also started preparing for season ticket renewals and the announced price hikes didn't go over well with some fans. Toronto FC issued an open letter to its fans, while Sounders FC General Manager Adrian Hanauer admitted that the communication between the club and fans could have been better and that they are working hard to ensure that season ticket holders are happy.

Wednesday, September 29, 2010

On MLS Being a Retirement Home

The European Leagues have started up again, MLS is deep into the playoff race, yet I still find myself waxing nostalgic for the 2010 World Cup. It's a wonderful period of time where it's socially acceptable to watch 3 matches a day for two weeks straight before being weened off of it throught the knockout stage whereas the rest of the time I guiltily own up to watching 4 matches when someone asks me how I spent my Saturday. Normally I can stave off my desire to be back in the summer of 2010, painfully watching the US team concede early goals, only to find some way to get the result late in the match. Today, however, I decided to revisit Bing's Visual Search for the World Cup. It's a neat little tool that lets you sort and filter the players from the tournament based on a number of different categories. Looking at the oldest players I noticed two things:
  • Old players tend to be goal keepers
  • A lot of the oldies have played or are playing in MLS

Neither of these observations are too surprising. Keepers tend to peak later in their careers so you'd expect them to be over represented at the tail end of the age spectrum. Of the 11 players that weren't keepers, 4 of them had MLS experience: Cuauhtemoc Blanco, Carlos Pavon, Simon Elliot and Blaise Nkufo. Given MLS's reputation as a retirement home for footballers, I wasn't too surprised until I noticed that Nkufo is the only one still playing in the league. If Beckham hadn't been injured, he too would have been on the list, but as a special case since he's been splitting his time between the LA Galaxy and AC Milan. If MLS is a retirement home, it certainly isn't a final resting place. It's nice to see MLS Alums moving on to different clubs and still competing with the world's best, even at the ripe old age of 35.

Tuesday, September 28, 2010

On Home Field Advantage

Over and over in the press I keep hearing about what a difficult place Qwest Field is to play. Being a season ticket holder, my impression is quite different. Sure, the atmosphere is fantastic and I love going to matches, but I never consider Qwest the fortress that some people like to make it out to be.



Home field advantage in soccer is almost taken as fact and is the reason behind the beloved away goals rule (the theory being that it is more difficult to score away from home so those goals should count more heavily). Stadiums with high attendences and rabid fans are seen as being more advantageous than smaller, quieter stadiums. Altitude is also seen as an advantage, so much so that FIFA tried to ban World Cup qualifiers played above a certain altitude.

On the Playoff Race

One of the problems I've run into with following MLS is figuring out where my team stands in the playoff race. In essence, the top 8 teams make it into the playoffs. In reality, it's possible for a team not in the top 8 to make it into the playoffs, but the likelihood of that happening is very slim. The full rules for qualifying are availabe here. For most soccer leagues, it's easy to figure out who the top 8 teams are. They have a single table format with a balanced schedule. Very few teams have played a different number of matches than the other teams in the league. It's easy to compare apples to apples in this scenario. MLS, on the other hand, has a very bizarre way of scheduling matchs and it's uncommon for teams to have played the same number of matches at any point in the season. How, then, do you figure out where you stand in the table without running through all the scenarios of "Well, if team A beats team B, and then draws against team C, and we beat team D, then...".

I've several approaches to this problem. The first is to use the average points earned per game as an estimate of what a team will do in their games-in-hand. This is a decent approach for the middle of the season when a team's performance will be averaged out over a large number of games. Towards the end of the season, this approach doesn't work as well. For example, if a team is averaged 1.2 PPM, then assuming they will earn 2.4 PPM in their two games-in-hand can be a poor assumption. It's quite reasonable for them to pick up the full 6.

Another approach is to use Monte Carlo simulations to calculate the possible outcomes of future matches. Sports Club Stats is a good example of this approach. The problem is that their estimates are limited to the quality of the model they use for estimating the outcomes. Your outputs are only as good as your inputs and quite frankly, the discipline isn't mature enough to have quality inputs just yet.

Baseball has the concept of games back. It's a beautiful metric that tells you exactly what your team needs to do in order to move into first. Any casual baseball fan can understand it. It's a simple formula that encapsulates where a team stands no matter how many games-in-hand are in play. It got me thinking about whether or not something similar could be applied to a league with trinary outcomes (win, loss, tie). I tweaked the formula a bit to work with ties and the results are decent but take some getting used to. Instead of the simplicity of a half or full game back, there are now weird situations like being 1/6 of a game back. I'm going to update the results each week for the rest of the season to get a feel for how it works. Below are the latest standings as of 9/27.



















































Team NamePointsGPGB From Playoffs
Los Angeles Galaxy5026-3 2/3
Real Salt Lake4826-3
FC Dallas4626-2 1/3
Columbus Crew4526-2
New York Red Bulls4426-1 2/3
San Jose Earthquakes3924-1
Colorado Rapids3825- 1/6
Seattle Sounders FC39260
Kansas City Wizards33251 1/2
Toronto FC31262 2/3
Chicago Fire26243 1/3
Philadelphia Union27253 1/2
Chivas USA25254 1/6
New England Revolution26264 1/3
Houston Dynamo26264 1/3
D.C. United18267



Both the Sounders and KC are deep in the playoff race after going through some dark times this season. At their worst points during the season the teams were only 2 and 2.5 GB respectively. I think that's a testament to parity in MLS and the fact that half the teams qualify for the playoffs.