Category Archives: Sports

Soccernomics

Soccernomics.

If you love football (soccer) and have read one of the books of the “Freakonomics” saga or any book from Malcolm Gladwell, then “Soccernomics“, by Simon Kuper and Stefan Szymanski (430 pgs.), will be a great read for you.

The book is written in the same style as the other books mentioned above: using economics’ techniques, plenty of data, statistics, citing several papers, studies, etc., in order to bring up uncovered issues about football or refocus the attention about other ones. Some examples:

  • Mastering the transfer market. Departing from the example of Billy Beane in baseball, described in “Moneyball“, by Michael Lewis (of which a movie was also made starring Brad Pitt), the authors show how pouring money in transfer markets doesn’t bring titles. The key issue is to have a balanced net investment (sales/acquisitions). In soccer the main example would be Olympique Lyon which will “sell any player if a club offer more than he is worth”, for which each player is previously assigned a price (much like value investing).
  • The more money is paid to players the better (in salaries). Instead of buying new expensive players it seems to make more sense to pay well and ensure the adaptation of the stars already playing for the team.
  • The market for managers is not yet very open (e.g. no black coaches in main European teams), thus many of them do not make a real difference. There was even an English team Ebbsfleet United who dispensed the coach and allowed subscribed fans to vote the player selection for each match.
  • The book, written at the beginning of 2012 forecasted that soon teams from big European capitals would win the Champions’ League, being those capitals: London, Paris, Istanbul and Moscow. Few months later Chelsea won its first one, let’s see the others.
  • The main factors for the success of football national teams seem to be the experience (international games played by the national team), wealth and population.
  • The authors give much weight to Western Europe dominance of football due to the interconnectedness of continental Europe. Explaining the rise of Spain in the ’90s and ’00s due to its growth in population, improved economy since joining the EU, more experience and exchanges of styles with coaches of other countries.
  • The authors claim that future national football will be dominated by countries such as Iraq, USA, Japan or China.
  • …

As you can see there are many different topics, all with some data to support them (even if sometimes you doubt about the consistency of their claims, e.g. their statements on industrial cities as dominating football, dictatorships, etc.). I marked many pages with some anecdotes or papers that I would like to read.

One final anecdote: tips given to clubs and teams in KO competitions in case they face a penalty shoot-out. In the Champions’ League final of 2008, Chelsea and Manchester United reached the penalties. An economist had given Chelsea a study of Manchester goal keeper and penalty-shooters. Once you read the book and the tips the economist provided (“Van der Sar tends to dive to the kicker’s natural side”, “most of the penalties that Van der Sar stops are mid-height, thus is better to shoot low or high”, “if Cristiano Ronaldo stops half-way in the run-up to the ball chances are 85% that he shoots to his natural side”…), it is quite interesting to actually see that penalty shoot-out and how the different players acted.

[Pay special attention at Van der Sar’s reaction at 09’40”, when it seems he noticed about Chelsea having been tipped]

I definitely recommend this book to football fans. I also recommend two other books about which I wrote in the blog some time ago: “How soccer explains the World” and “Historias del fútbol mundial“.

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Good morning, Berlin!

This morning, as this post is being published I’ll be starting the 39th Berlin marathon, together with my friend Serna and brother Jaime.

At mid-point through the training, beginning of August, I wrote a post about the good amount of kilometres I had been able to train in July. Two weeks later I got injured in the Achilles tendon when training in the hills of Torrelodones. I took a one-week rest and slowly re-started training. That week finished with a 10k race in Colomiers where I achieved a new PR in the distance but got pain in the same tendon again.

I took a 10-day rest and tried to run again: 3.5km, 7km and then 12km… but got the pain back and had to cancel my participation in Toulouse half marathon.

As you can see in the graphic below, the training season can be divided in 3 weeks of getting into the habit, 7 weeks of good training and 6 weeks of struggling to recover, plus few days of running and swimming.

Berlin training season. Kilometres run per week and average heart rate (bpm).

During the season I should have run over 1,000km, but in the end I have only completed 643km. This is more than I could run in preparation for the last marathon in Paris, but this time I arrive to the starting line without having run recently and the bunch of the training was done more than a month ago…

As Jaime says, this time the race will not be about the time, but just about trying to complete it… a day for the epic.

Lastly, I wanted to raise awareness about one thing I love of some races: the support of charities and NGOs. We subscribed to this marathon last year and, when doing so, each of us contributed with 42€ (1 € per km run) to the charities supported by the organization.

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Cristiano Ronaldo, Di Stéfano y la tristeza

Viendo el revuelo producido por las declaraciones donde Cristiano Ronaldo decía que se encontraba triste, no pude más que recordar un par de anécdotas de Alfredo Di Stefano.

Una que recordaba haber leído en internet (“Corazón Blanco“) sobre un telegrama que Di Stéfano envió a Bernabeu que recupero:

Alfredo Di Stéfano regresaba a Argentina, sin fecha de vuelta. La Saeta Rubia envía un telegrama a Santiago Bernabéu, a modo de despedida. La misiva, cuyo original está bastante deteriorado y es casi ilegible, dice: “Don Santiago me voy a mi tierra, no sé si volveré pronto. Nunca en estos años se habló mucho de nosotros. Yo llevé la peor parte. Fue un fenómeno o un gamberro. Si no me acerqué a usted fue porque no quería que creyera que busque un puesto regalado. Por lo menos eso no me lo puede quitar nadie. Lo que gané siempre fue con esfuerzo. Observé que para estar bien con usted había que ser falso. Tuve muchas desilusiones y nadie me dio moral. Usted como padre me falló. Ahí se ve que nunca tuvo hijos porque los padres siempre perdonan. Si no vuelvo más le llegue a usted mi felicitación y mi recuerdo cariñoso. Un abrazo, Alfredo”.

Y la otra sobre su despedida del Madrid, anécdota que leí hace años en su biografía “Gracias, vieja” (libro que aprovecho a recomendar), y que se puede leer en el la web del diario As:

“Muñoz se aferraba a que había que vigilar a Facchetti y nosotros decíamos: ‘¿Y quién agarra a Amancio?’. Amancio era como la luz de rápido y estaba jugando fenomenal. Al final, ¿qué pasó? Que Facchetti no se fue arriba casi nunca en el transcurso del partido… Jugamos el encuentro con uno menos, pero Muñoz me mandó a la mierda y me echaron a mí del club porque lo mandé a la mierda yo también”.

Aquel encuentro fue histórico, puesto que fue la última ocasión oficial en la que Di Stéfano vistió la camiseta blanca. Días después, el Madrid disputó la semifinal de Copa ante el Atlético, pero Muñoz no incluyó a La Saeta en la convocatoria.

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Golf & running in Papendal

Luca wanted to enjoy a weekend out in The Netherlands, I only asked some time during both Saturday and Sunday to run some 8 to 10km each day. We ended up in Papendal: a hotel and sports centre in the country side close to Arnhem. 

Papendal centre entrance

At first I didn’t know about it, just what Luca told me “there is forest around where you can run”. Once we arrived she explained to me more about the place and we could read in some posters that the hotel is used by Dutch national sports teams of several disciplines to prepare big competitions such as the Olympics.

Time to the next Olympics games.

 

Then, I recalled “I believe that FC Barcelona might have come here as well for summer stages prior to starting the season”. I googled it, and voi là! FC Barcelona has been staged here several times starting as far back as the 70s. I saw an interesting article describing the centre [in Spanish, 237KB] from 1981, when it was already the 4th time the club visited the centre, in 1982 they repeated the experience and many times afterwards (including one in 1988 when the team captain got himself arrested by Dutch police!). Other Spanish teams have been there as well, e.g. Athletic Bilbao in 2003 & 2007.

Luca & I enjoyed a quiet weekend in which we played again golf, this time in the “Pitch & Putt” installation (close to the Edese golf club), just about 7 weeks after having played in Scotland. The game was entertaining, with some pond and trees in between the holes. We’re already looking forward to play the game in Toulouse.

Playing golf.

Then I could run both days around the installations and in the athletics track. I couldn’t resist the temptation of trying out 400m (1’16”), 100m (15”) and long jump (…m)… though I have to say that after having run 9km each day, the legs are not in the best situation to handle those activities. I’ll have to try again being rested in a track in Toulouse… ideally after Berlin marathon training season is finished.

Athletics track where I did some training sessions.

Not that I jumped long, huh?

We also enjoyed the sports decoration motives that you can find in several spots in the hotel. They already make you feel in the sportive mood.

Javier Sotomayor’s 2.45m high jump.

Bob Beamon’s 8.90m long jump.

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New high: 297km in July

About a month ago I was struggling to get back into the habit of frequently running. What is more, I had to be starting with the specific training plan for the Berlin marathon (30 September, which I will run together with my friend Serna and my brother Jaime).

At the beginning of July I checked the stats from Garmin connect from the previous year. In July 2011 I had run 283km. I wrote the following tweet to commit myself:

In the end, in July I ran 25 days and rested 6. I ran in Toulouse, Sevilla, El Rompido (Huelva, Spain), Madrid and Papendal (The Netherlands). I ran one race in Toulouse, I ran in the beach, did 3 days of treadmill, 4 days of series and one half marathon training. I ran in two different athletics tracks: in Toulouse and Papendal.

And in the end… I completed over 297km, 14km more than in July 2011, fulfilling the objective, setting a new personal record (previous one being 287km from September 2011 – ultramarathon of 100km included) and heading right into the marathon training mode.

Injures permitting: Berlin, see you in less than 2 months.

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There are no hot hands in basketball

I started reading the book “Thinking, Fast and Slow“, by the Nobel laureate Daniel Kahneman some months ago, and, even if I am slow progressing with it, I find it extremely interesting.

A recurring topic when reading about how our psychology deceives us is when thinking about probabilities. In this post I wanted to write about a paper he refers to in the book: “The Hot Hand in Basketball: On the Misperception of Random Sequences” [PDF, 1MB], by Thomas Gilovich of Cornell University (1985).

If you have actually made the exercise of coin-tossing several dozens times or have gone several to a casino and watched roulette results, you will believe without effort that seeing long streaks of a certain event (several heads for the coin, over a dozen reds or three 32 in a row for the roulette) is part of the randomness of those games. Basketball players and fans get it consistently wrong when believing in hot hands, and that is precisely what the paper from Gilovich is about and it is a wonderful reading.

It starts with a survey among basketball fans, who no doubt believe in hot hands being behind streaks: 91% believed a player has a better chance of hitting after having converted 2 or 3 throws. They even ventured into assigning probabilities. For a player with 50% in field throws they said the chances of :

  • hitting after a converted throw were 61%,
  • missing after a missed a shot, 42%.

Then he studied the performance of Philadelphia 76ers players (Julius Erving among them) during the season, carefully analyzing the chances of a each player hitting or missing a throw after having missed or hit the previous one, two or three consecutive throws. The results are clear, they do not support the existence of such “hot hands”, they are random. In fact, on average, the chances of hitting after a hit were always lower than the field score % of the team while chances of hitting after a miss were higher and higher than the ones of the supposedly hot hands.

He analyzed the numbers of runs (streaks, like the several heads or tails in a row for the case of a coin) and were not different that what could be expected randomly.

He went on to analyze whether the different players had more cold or hot nights than what can be expected by statistics… also discarded.

Of course, in field throws the author understood that there were many variables at play: for instance, if a player had hit 2 consecutive throws the defense might be harder on him… to eliminate those possible factors influencing results, he went to study free throws, in this case taking the figures from Boston Celtics (Larry Bird among them) and NY Knicks. Guess what? No hot hand in free throws either: there were even more players scoring after a miss than the other way around (but again, nothing statistically significant).

He went even further: he made a controlled experiment with college players in which they threw 100 shots from a distance in which their scoring success was 50% (different distance for each one). Throws were made without opposition but from different position each time. Players got paid according to the hits and could bet higher or lower money each time depending on whether they believed that they were having a hot hand… this, again, proved that there were no hot hands and what’s more: players did believe in those hot hands and were completely unreliable in predicting their next throw chance of success.

The paper has only 21 pages: I encourage anyone who likes psychology, statistics or basketball to read it, its wonderful.

I thought that to conclude this post with a funny note, I could link the following short video of Shane Battier’s “clear” hot hand in the first game of this year’s NBA finals:

Impressive, 3 consecutive 3pt-throws converted in the first quarter!

A difference between now and 1985, when the professor wrote his paper, is that now we don’t need to ask the team statistician about the figures, but NBA site records all of them. I went to check what happened to Shane and his hot hand in that match. After those 3 throws converted, he attempted other 3 in that match: he missed 2.

Still, he had a 66% on 3pt throws that night… what could be a hot night. I went to check his percentages during the season and career. During the finals he made a 0.577%, remarkable; during the whole of the play offs, 0.382% in 3pt. And guess what is his average career (13-years) percentage score for 3pt throws: the same 0.382% he showed in the play-offs. That streak you saw was nothing but the random streak expected from Shane.

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Torrelodones: iniciativas vecinales

El pasado 10 de junio se emitió el reportaje “Reiniciando España: La Política” en “Salvados”. Aparte de los mensajes que transmiten, me llamó la atención y gustó porque en él se hablaba de Torrelodones.

En primer lugar entrevistan a Manuel Milián Mestre, ex-diputado y uno de los fundadores del PP, que admite que por su rebeldía y posiciones morales por encima de los intereses del partido tuvo que dejarlo.

Hace una radiografía de la política en los grandes partidos demoledora. Deja una serie de frases escuchadas en un partido y otro que dan una buena imagen de lo que se prima en ellos: “el que se mueve no está en la foto”, “el que me desafía la paga”, “el que se vuelve una mosca cojonera acaba perdiendo la batalla”. Define la situación actual como “darwinismo político”, “en el partido triunfan los oportunistas en este momento, se imponen los mediocres”, “áurea mediocritas”, de la meritocracia a “el codazo y el amiguete”…

A continuación se entrevista a la alcaldesa, Elena Biurrun, de una asociación de vecinos que se hizo con la alcaldía. Este hecho ya mereció un artículo en el New York Times hace algo más de un año. Durante la entrevista se mencionan una serie de hechos que muestran la desvergüenza a la que llegan los políticos con el dinero público: comidas y desayunos protocolarios, coche blindado con chófer, clientelismo. Revisando la política de gastos en su primer año consiguieron un superávit de 5,4 M€. Menciona la alcaldesa que se redujo el sueldo en un 20% hasta 49.500€ brutos anuales, pero es que en el mismo pueblo en 2007 el alcalde en aquel momento en el primer pleno se subió el sueldo un 30% hasta 91.445€, solo por detrás del entonces alcalde de Barcelona, y muy por encima del de Madrid o la presidenta de la Comunidad de Madrid y también por encima del presidente del gobierno.

La alcaldesa anima a ciudadanos de otros municipios a emprender iniciativas similares, asociarse y defender lo público. En este sentido siempre me ha llamado la atención la poca predisposición que hay en España al asociacionismo, a participar en distintas iniciativas, a dedicar un tiempo voluntariamente para trabajar desinteresadamente en algo por el beneficio común. En el caso de Holanda, sin embargo, esto sí se hace y es muy valorado por la población y las empresas. Es casi una obligación social el pertenecer a alguna o varias asociaciones, es normal que los estudiantes dediquen casi un año en medio de sus estudios universitarios a volcarse trabajando para alguna asociación. No nos vendría mal tomar ejemplo.

Minifútbol

Alguna vez he escrito en este blog sobre el Mini. Voy a retomarlo en este post sobre Torrelodones y la participación ciudadana, especialmente estos días en que el Minifútbol ha celebrado su 40º cumpleaños.

La historia del Mini se puede leer con detalle en su página web, pero básicamente se puede resumir en que nació en 1971 cuando una serie de amigos de la infancia comenzaron a organizar una competición en la finca de uno de ellos para poder reunirse en las tardes de verano. Con algunos periodos de interrupción, el Mini continúa hoy organizando un serie de campeonatos de fútbol para todas las edades, ambos sexos, en verano y en invierno.

Hay algo que distingue al Mini de cualquier otra competición futbolística, y es su carácter social, que se traduce en su decálogo. En este post quiero destacar algunos de los puntos que marcan el Minifútbol:

  • Lo importante son los compañeros, los de tu equipo y el rival, por ello en cada competición cada jugador se inscribe individualmente y con un sorteo se determina la composición de cada equipo. Cada año jugarás con 7 u 8 personas distintas, permitiéndote conocer a más gente del pueblo y jugar contra antiguos compañeros.
  • Todo jugador debe participar un mínimo de tiempo en cada partido.
  • No hay lugar a comportamientos antideportivos ni duras entradas, para lo cual se han introducido una serie de modificaciones en el reglamento.
  • La asistencia a los partidos como signo de compromiso con el grupo.
  • El voluntariado de la organización.

Y para acabar este post, tras alabar estas 2 iniciativas vecinales de Torrelodones, os dejo un extracto de un chotis sobre Torrelodones, interpretado por los vecinos Camilo Sesto y Rocío Dúrcal dentro de otra iniciativa que surgió hace unos 14 años cuando se editó un CD con canciones sobre el pueblo.

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Playing Golf in Scotland: St. Andrews & Durness

According to the Wikipedia “The Old Course at St. Andrews is considered by many to be the “home of golf” because the sport was first played on the Links at St. Andrews in the early 1400s”. Thus, we could not skip a visit to St. Andrews when we visited Scotland last week.

Even though none of us plays golf, the place breathes a special air of tradition that anyone can feel. We loved the visit. The views of the course are wonderful. Its placement close to the beach and the village make it all the more enjoyable. The possibility of crossing through was also inviting (even if hazardous).

Close the St. Andrews Links there is a small field where putts and balls can be rented for just one pound in order to play 18 holes in a green and make small tournament with friends. So we did. We had lots of fun “playing golf”, though I am afraid I came in last, with 76 strokes. See in the tweet below the complete results of our competition:

As a complement to visiting the Old Course, there is the British Golf Museum just 50 metres from it. The museum is wonderful. I will have to come back to it one day, as we had to visit it in a rush (it closes at 17:00 – free of charge).

Durness

A couple of days later, completing our tour by the Northern coast of Scotland we arrived at Durness. Walking by the beach we discovered a golf course. My friend Maicol mentioned that it would be a good plan to play.

At the beginning we were doubtful as in Spain you need a licence to play in a golf course, but we gave it a try and went to ask. What a positive reply! “Visitors are always welcome at Durness Golf Club”, “you don’t need any licence to play here”, “you need to pay just 10 pounds to play”, “a set of clubs can be hired for just 5 pounds”… we had a plan! 2 hours of playing golf for just 30 pounds altogether.

Again, there, the views of the course at the seaside were wonderful. Especially the last hole, where you needed to avoid the ball falling down the cliffs into the Atlantic Ocean to reach the green. We highly recommend paying a visit to the club.

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Pájara no, pajarón (sudden collapse)

Yesterday I ran the “Trail du Confluent” (13km), a lovely countryside race in Pinsaguel which I had already run last year. I had one of the worst experiences ever while doing sport, if not the worst. I suffered what in Spanish we call “pájara“ and in English would be collapse.

From the km 4-5, I started feeling weaker and at the end I was almost incapable of running. I had only had one such previous experience cycling about 13 years ago, when after biking for 60km we made a pause and my cousin Unai had to literally push me on my bike from his for over 10km back to home as I could not cycle anymore.

These collapses happen from time to time to runners or bikers, and to avoid them it is recommended to eat and drink well before and during the race. I ate and drunk but I guess it was not enough. Other possible causes could be:

Heart rate during the race.

In fact, during the race and feeling already weak and underperforming I noticed that I was not the only one in such low condition. Last year with 1h22′ I came in 103th in the end (among 237 finishers), this year the 103th needed 1h32′ (the winner also need 1h compared to 56′ last year). With my disastrous time, 1h36′, I came in 141th of 254 finishers.

Nevertheless, it is not worth it to worry much about it. This is sport: there are days for glory and days of wandering around like an underdog. Continue training, sleeping, drinking and eating well and the next race will be a different story.

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Highland Games (Handicapping)

We all have heard the concept of handicap applied to golf. That is a way of levelling off the game by adjusting net score to each player skill.

Markinch Highland Games programme

During our last holidays in Scotland, we attended to the Markinch Highland Games. Apart from weight throw games, pipe demonstrations and traditional dancing contests, one thing especially caught our attention: the application of handicapping to athletics races.

Runners of different ages (or simply speed) were competing together starting at different points to compensate for their different skill. Let me show you an example. Take a look at the roster of participants in a 800 metres race below.

The number at the left of the names is the bib number, while the number at the right side of each name indicates the handicap. Even though this was a nominally 800 m race, no runner completed 800 m. The fittest runners started 35m ahead of the 800 m starting line, while the least fit started 190 m ahead. That is, some ran 765 m while others completed 610 m.

800 m Open Handicap roster

This clearly makes the race more attractive to spectators, what I am not so sure is the opinion of the fastest in case he or she cannot recover the 155 m lead of the slowest during the race…

Highland Games race

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