Milan-Sanremo: the Law of Averages
What's past is prologue--William Shakespeare, The Tempest
Saturday will see the 101st running of Milan-Sanremo--a handy thing for those who love stats, because it means there have been exactly 100 previous editions to play with, neatly divisible into groups of 10. So, what are the trends? What would the average race winner look like, and who among the favorites fits the profile? Races are, of course, tricksy and unpredictable things, but we've already tried to assess form, previous results, and Magic 8 Ball predictions--hey, why not stats?
A couple of notes:
La Primavera was held in April for the first 20 editions, then switched to March in 1928. The age of winner is given as the difference between the month of race and month of rider's birth, irrespective of the exact day either fell upon. Also, references are almost equally split on whether Ugo Agostoni was born in March or July. I went with March since Google gave it a slight advantage, but the difference in caculating averages is minimal.
For favorites, I'm considering (alphabetically): Daniele Bennati, Edvald Boasson Hagen, Tom Boonen, Fabian Cancellara, Mark Cavendish, Tyler Farrar, Oscar Freire, Philippe Gilbert, Thor Hushovd, Alessandro Petacchi, and Filippo Pozzato--the riders given the best odds by the bookies as of this morning (this post is all about the numbers, so that seemed appropriate).
Okay, let's look at the trends--below the fold, that is.
Nationality
One of the first stats that leaps out when looking up MSR winners is that out of 100 races, 50 have been won by Italians. That's impressive, and would seem to favor an Italian winner by a long shot. But dig deeper and things look a little different: 33 of those wins occurred in the first 40 years of the race. In the past 60 editions, Italians have won 17 times, a tie with Belgians. That's still an impressive 28.33%--but it's a lot less than 50%. Subtracting out the early, Italian-dominated years, the winners shake out like this since 1950:
Belgian:17
Italian: 17
French: 8
German: 5
Spanish: 4
Dutch: 3
British: 2
Irish: 2
Swiss: 2
When comparing the Italian and Belgian wins, it's useful to note that 10 of the latter were won by just 2 men: Eddy Merckx and Roger De Vlaeminck in the '60s and '70s. In the same time, there has been only one repeat winner among the Italians. So, to put it another way, in the past 60 years there have been 16 Italian winners, compared to 9 Belgians--and there hasn't been a Belgian winner since 1999 (Andrei Tchmil, who was born Russian but acquired Belgian citizenship in 1998).
The scales, then, would still seem to tip toward an Italian winner. Although not as dominant as they were in the early days of the race, in the past 30 years they've settled into consistently winning 3-5 times per decade. That makes our Italian favorites, Bennati, Petacchi, and Pozzato look pretty good. What is not favored, however, is an Italian repeat winner. Sorry, Pippo and Ale-Jet: there hasn't been one since 1953. Advantage: Bennati.
Possibly bad news for Thor, Boasson Hagen, and Farrar: each represents a nation that has yet to win MSR. There hasn't been a new kid on the block, nationality-wise, since 1987.
The role of repeat winners
43 out of 100 editons of MSR have been won by the same 14 riders. That's a good rate of recidivism. Among our favorites are 5 previous winners: Cancelllara, Cavendish, Freire, Petacchi, and Pozzato. Since the trend has been away from Italian repeat winners, there seems to be a slight advantage here for Cav, Cance, and Freire.
Freire, of course, has already won 2 editions. Does that make him more or less likely to win again? Well, on the one hand...since 14 riders have won 43 editions, that would make the average just over 3 wins among them. But on the other, 7 of the 13 now-retired repeat winners never went beyond 2 wins. Right now, that suggests a better than half chance (53.85%) that Oscarito has also maxed out his wins. Slight advantage, then, to Cancellara and Cavendish.
Age of winner
Here's a handy-dandy chart showing the average age of MSR winner per 10 editions of the race:
A couple of things are interesting here: first, the race initially was won by younger riders, with an average age of 24.52 for the first ten runnings. There was a spike upward in the next decade, caused largely by repeat winners (especially Costante Giradengo, who at 25.08 was already above the previous average when he won his first MSR in 1918, and was 33.08 when he won his 5th in 1926).
The winner's age settled into a range of just about half a year (26.71-27.29) for the next 30 years. After race organizers added the Poggio in 1960 in an effort to make the race harder and less likely to end in a sprint finish, you might expect the age of the winner to go up a bit: in cycling, speed tends to favor the young, while endurance is the province of the more mature. And in general, that happens: the average age of winner pre-Poggio is 26.88, post-Poggio it's 28.08, a difference of more than a year. But first, the '60s saw another repeat-winner spike, this time downwards, as Eddy Merckx began winning MSR at the ridiculously young age of 20.75. At his third win in 1969, he was still a month younger than Cav was last year.*
In the past 3 decades, we've seen another stabilization of the average, this time in a tight range between 28.44 and 28.99 years of age. Only Filippo Pozzato, age 28.5, fits smack-dab within that current range. A few others are within a year: Cancellara and Gilbert are below at 28.0 and 27.67 respectively; Boonen and Benna just above at 29.42 and 29.5 years old. Advantage: Pozzato--if he can overcome the curse and become the first Italian repeat winner since 1953 that is. Slight advantage: Boonen, Bennati, Cancellara, Gilbert
But the range over the past 30 years is still 23.83 to 36.17 years, and all of the favorites fall roughly within it--except Eddy Boasson Hagen. Should he win at the age of 22.83, he'll be the 6th-youngest winner. No one under the age of 23 has won MSR since Eddy Merckx in 1967. Should Eddy II pull off a win, he'll be the 6th-youngest winner.
Petacchi would just beat out Andrei Tchmil for oldest winner--I have both at 36.17 since both are born in January, but Petacchi will actually be older by 19 days than Tchmil was at MSR in 1999.
Summing up
Taking everything into consideration, the law of averages favors Daniele Bennati for the win. He's an Italian who has not won before, and he's within .51 years of the winner's age range of the past 30 years. Fabian Cancellara, a non-Italian previous winner who is also close to the average winner's age, would be second-favorite here. Slight advantages to virtually all the other favorites, though, either for nationality, previous win, or age EXCEPT Farrar, Boasson Hagen, and Hushovd. But laws, of course, are made to be broken...let's see what actually happens on Saturday!
*It was widely reported last year that Mark Cavendish was the 3rd-youngest rider to win MSR. Not even close. From what I can tell, the myth originated with a journalist who mistakenly thought he was 22, not 23. But even so, that would have put him about 5th. If you're interested, Cav was by my calculations the 11th-youngest winner, after Eddy Merckx, Ugo Agostino [reverse these first two if Agostino was actually born in July], Eddy Merckx, Cesare Del Cancia, Loretto Petrucci, Alfredo Bovet, Henri Pelissier, Giuseppe Olmo, Loretto Petrucci, and Eddy Merckx. Remove the repeat winners, and he's still 8th.
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podium!
"Ants don’t worry, they operate like a fantastic team, they accept obstacles and deal with them in a positive manner, they don’t complain and remain positive. An ant doesn’t work on emotion, is proactive and always chooses the ant role."
Go Spartacus!
Nice writeup – I love statistical analysis like this that gives my VDS captain a 50-50 shot at winning. I think Cance can take Benna at anything other then a beauty contest…or a drag race. I just hope my galloping ghost can ride off all those wheel suckers who will surely be waiting to use him for the drag to the line…
by the way, i know you didn't give him a 50-50 shot...just my liberalizaton of the summary...
by JustJoshinYa on Mar 18, 2010 2:12 PM EDT up reply actions
50-50 shot
That is my answer to all statistical questions of probability, “either it will or it won’t”.
"It's a lovely thing, feeling that momentum. If you're lucky, it's also about grace." Tim Winton
Benna will get hurt during the first 50km.
"Let’s plunge ourselves into the roar of time, the whirl of accident; may pain and pleasure, success and failure, shift as they will- it’s only action that can make a man" Faust, Goethe
Oh, Smackdown!
That’s gotta hurt.
"It's a lovely thing, feeling that momentum. If you're lucky, it's also about grace." Tim Winton
Boonen looks hungry this year
He won’t be sitting up and watching a young team-make take the laurels this year.
Vlaanderens Mooiste
I love this kind of analysis.
It is just this kind of trend thing that makes listening to gambling oriented football talk shows fun to listen to.
'When playing a game, the goal is to win, but it is the goal that is important, not the winning' - Dr. Reiner Knizia
by bought with blood on Mar 18, 2010 3:30 PM EDT reply actions
Genius!
"The only pain I got time for is the pain I put on fools who don't know what time it is." Edvald Boasson Hagen
by Chris Fontecchio on Mar 18, 2010 3:44 PM EDT reply actions
As for nationality
Doesn’t that make Gianni Meersman the favorite? I often wonder this. But maybe having Italian and Belgian names doesn’t garner him double-credit but rather just half of each?
"The only pain I got time for is the pain I put on fools who don't know what time it is." Edvald Boasson Hagen
by Chris Fontecchio on Mar 18, 2010 3:47 PM EDT reply actions
Absolutely! Now call up FdJ and insist they put him on the start list.
Otherwise, he’s the darkest of horses.
It's fun to beat Cancellara--Edvald Boasson Hagen
I love the info
but, and I’m sure you know: Correlation Does Not Imply Causation! So any predictions are only for fun.
And a request,
I guess you have all the birthdays of the winners in a spreadsheet column? If so, could you make a graph with a 5 or 10 year moving average? Should be less jerky, better for spotting trends.
Okay--this is what Excel came up with for a 5-year moving average.
If it doesn’t look right to you, I’ll be happy to email you the data so you can play with it yourself.

It's fun to beat Cancellara--Edvald Boasson Hagen
Crazy talk
next you’ll be telling us the magic eightball can’t accurately predict the winner either.
I was going to post a comment in that thread, yes
People should not get the wrong idea. Thank you for your kind attention in this matter.
Nor is cycling
If people think that I work here for fun, they have it all wrong. I blog because I physically can’t stop myself.
"The only pain I got time for is the pain I put on fools who don't know what time it is." Edvald Boasson Hagen
by Chris Fontecchio on Mar 18, 2010 4:41 PM EDT up reply actions
There's always xkcd
Staring at the swim team gets you killed by a gang of dancing ninja men who know how to twirl.
by TheFigurehead on Mar 18, 2010 5:09 PM EDT up reply actions
I guess the race suits tough and wily sprinty types
And sprinters get tougher and wilier as they get older. I wonder if Italians tend to win younger or older than the others?
ps. 37 = Average number of riders who finished at or within 5 seconds of the winner of M-SR during the noughties
Average age of Italian winners overall: 27.57
But remember that about 2/3 of their wins came in the first 40 years of the race, and early on the average age of the winner was younger.
In the past 60 years, the average age of Italian winners is 28.38—just a little older than the overall average for the same period, which is 27.94.
It's fun to beat Cancellara--Edvald Boasson Hagen
What has winning MSR
Have to do with being average?
Gerrie Kneteman: If a football player falls he shouts for his mother, if a cyclist falls he yells for his bike.
Can anyone translate any of this stuff for me please???
I failed math(s)
errrr....am i supposed to sign this??
What it comes down to basically
Is that if you look at all past results you still don’t have a clue who will win tomorrow. You’ll have a nice time anyway though.
Gerrie Kneteman: If a football player falls he shouts for his mother, if a cyclist falls he yells for his bike.
I will try
I eat a chicken, you eat nothing. In average, each of us ate 1/2 a chicken and we are pretty satisfied. :)
I drink 12 beers, you drink nothing….well I think you got the point.
"Racing bikes is for the kids, the rest of us just want to feel like kids on our bikes" - Flying Dog
I go on the look of their legs....
..as a racer myself I can usually pick a good leg when i see one.
errrr....am i supposed to sign this??
So who has the best legs in your opinion?
Gerrie Kneteman: If a football player falls he shouts for his mother, if a cyclist falls he yells for his bike.
Did you break down Swiss riders by ethnicity ...
… for instance, does Cancellara count as Italian, and if so, how does this affect his chances tomorrow? ;-)
Yes, i sort of counted Cance as Italian too... although I doubt he'd agree.
"How strange it was to see men doing something beautiful. Something pointless and elegant." Tim Winton, 'Breath'
I know that... my point is that in spite of his Italian heritage
he sees himself as being Swiss…in fact he’s struck me as typical of many of the children of immigrants in his identification with the country of his birth.
"How strange it was to see men doing something beautiful. Something pointless and elegant." Tim Winton, 'Breath'
I'd say so.

But anyway, I went with citizenship at time of win—as with Tchmil, who became Belgian in ‘98 and won MSR in ’99. I’m not going to argue with a rider’s preference.
It's fun to beat Cancellara--Edvald Boasson Hagen
I doubt tony would have it any other way. I love this pic :)
"How strange it was to see men doing something beautiful. Something pointless and elegant." Tim Winton, 'Breath'

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