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A quick follow up to my previous post on the same topic for women. Swap Germany for Russia, and otherwise the answer is largely unchanged: Once again, this is the number of skiers born since 1988 who’s best FIS points results last season averaged better than 50 FIS points. I used a more strict cutoff [...] Related posts:

  1. Best Young Distance Skiers: 2009-2010
  2. Best Young Sprint Skiers: 2009-2010
  3. Are My Lists Of Improved Skiers Correlated With Age?

Answer: Norway. And Russia. Looking forward to the upcoming season, I’m somewhat astounded by the number of talented young Norwegian women on the horizon. Here’s a quick snapshot of what I’m talking about. I took female skiers born no earlier than 1988 who did at least 3 FIS races last season, and averaged their best [...] Related posts:

  1. Is It Panic Time For The Norwegian Men’s Distance Skiers?
  2. Best Young Distance Skiers: 2009-2010
  3. Best Young Sprint Skiers: 2009-2010

If you imagine a typical skier’s career in FIS points, it will often follow a vaguely parabolic shape: they get faster for a while and then get slower for a while.  Somewhere in between there they “peaked”.  Our goal in this post is to estimate approximately when this occurs for each athlete and then see [...] Related posts:

  1. Skiing Performance and Age
  2. Best Young Distance Skiers: 2009-2010
  3. Best Young Sprint Skiers: 2009-2010

Since earlier this week I gave some context for what people’s performances would roughly translate into compared to how Kris Freeman and Liz Stephen skied on the WC last season, I thought I should provide some context for my context, so to speak. So the following two graphs show how various folks from last years [...] Related posts:

  1. Tour de Ski: Comparison To 2010
  2. Race Snapshot: TdS Final Climb
  3. Beitostølen FIS Race Recap: Women

Same story as last time, only the women this time. Kikkan Randall may have made a better benchmark, but Liz Stephen is no slouch in WC distance events either. As before, all of this is highly approximate. I’ve taken Stephen’s races from last season, removed some of the least comparable (prologue’s for example), and then calculated where [...] Related posts:

  1. La Clusaz Recap: North American Women
  2. Race Snapshot: TdS Final Climb
  3. Beitostølen FIS Race Recap: Women

Marit Bjørgen pretty much wiped the floor with folks last year in distance events: As a stats guy, when I see extreme events I tend not to expect them to repeat themselves. The general principle here is called regression to the mean. Extreme events are just unlikely, so it doesn’t make sense to expect them [...] Related posts:

  1. Marit Bjoergen’s Best Freestyle Race
  2. How Many WC Victories Does Björgen Really Have?
  3. Björgen vs Skari vs Välbe

Fast and Female is a great organization, operating mainly in the US and Canada to promote women’s participation in skiing (or sports, more generally). I’ve been thinking about women’s participation in sports recently, so I thought I’d look up some data. Using all FIS sanctioned races from the 2010-2011, the following graph shows the ratio [...] Related posts:

  1. Skiing Performance and Age
  2. Participation Rates
  3. Japan’s Junior Skiers

I’m really sad that Vincent Vittoz retired, mainly because I really, really wanted him to win an Olympic medal. The French men are left with two guys who are pretty well established: These graphs show only their major international results (WC, WSC, etc.). Manificat’s stupendous win in 2010 is looking more and more like an [...] Related posts:

  1. Most Unimproved Men: Distance
  2. OPA Cup vs Scandinavian Cup: Quality
  3. La Clusaz Recap: North American Men

Erling Jevne wasn’t the best skier during his era, having to compete with folks like Dæhlie and Smirnov among others. And he wasn’t even the best classic skier, most likely. At least, he was still mostly losing to those two guys even in classic races: Jevne fared better post-1997, but Dæhlie always had at least [...] Related posts:

  1. Daehlie vs. Smirnov
  2. Do The Japanese Prefer Classic Skiing?
  3. Race Snapshot: TdS Classic Sprint

With the recent news that Andrus Veerpalu’s doping suspension has been made official, a sad story sort of ends. I’m always glad to see doping rules enforced, but it’s also not the way I want to hear about my favorite sport in the news. Over the years, Veerpalu has raced against many people: Name Number [...] Related posts:

  1. Dopers – Update
  2. The Mysteries of Andrus Veerpalu
  3. Revisiting The Mysteries Of Andrus Veerpalu

As promised from last time, a quick look at some similar data broken down by race length. I’ve filtered out the occasional “strange” race length, to focus on just the standard 5, 10, 15, 30 and 50 kilometer distances. The metric is the same: the median number of skiers within a fixed percent of the [...] Related posts:

  1. How Well Prepared Are World Cup Rookies? (Part 1a: Distance)
  2. US World Cup Split Times
  3. Canadian World Cup Splits

I received an email recently asking about field strength for the men’s and women’s WC fields, particularly as it applies to mass start races. Lately we’ve seen the men’s field engage in a fair bit of pack skiing, whereas the women’s field strings out more quickly. First, I want to dispatch with a common bit [...] Related posts:

  1. Marit Bjoergen’s Best Freestyle Race
  2. La Clusaz Recap: Distance Mass Start
  3. WSC Women’s 30k Recap

On various occasions I have looked at FIS point race penalties, in a very general, roundabout way.  Most recently, I looked at whether the FIS points you get in a non-World Cup race accurately reflect what you would have scored if you had raced in a World Cup race. The answer appeared to be: kind of.  At [...] Related posts:

  1. How Well Prepared Are World Cup Rookies? (Part 1a: Distance)
  2. How To Win The SkiTrax FIS Fantasy World Cup Contest
  3. FIS Points Development Guide

The title of this post has dramatically over-promised on the actual content.  Sorry. I’ve talked a little before about race penalties.  Since race penalties are specifically intended to adjust for the strength of the field, I thought it would interesting to think up some way to see how well they do that. Everything having to [...] Related posts:

  1. Variability In World Cup Ski Racers
  2. How Well Prepared Are World Cup Rookies? (Part 1a: Distance)
  3. OPA Cup vs Scandinavian Cup: Quality