Shot Attempts and “Crucial Habits” or: How I Learned to Stop Worrying and Love the Dump and Chase

When I look to see how a team has done or is doing, my first go-to is always even strength shot attempts, or the tried and true, venerable, misunderstood, and often loathed “Corsi”.

Like it or not, Corsi when applied to a team and with a full seasons data behind it is a very sturdy tool for filtering out the noise and looking at results that are likely to be repeatable and sustainable (or unrepeatable and unsustainable, as the Flames found out last year. Corsi told us that story. As it did with Toronto the year before that).

This years Edmonton Oilers finished 20th in the league with a CF% (Corsi For Percentage) at 48.9%. I’m rarely the guy people look to for encouraging words, but given all the injuries, I actually find this an encouraging result.

But wait! Encouraging result you say? Last years Edmonton Oilers finished 24th in CF% at 48.1%. That’s an improvement of just 0.8%.

Is that change meaningful or just noise? Is that encouraging or not?

Splitsville

One way to suss that out is to pull out the components of CF%.

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CF% is actually calculated as the balance between ‘shot attempts for’ (usually abbreviated CF, without the %) and ‘shot attempts against’ (usually abbreviated CA). We can pull out CF and CA individually and see if there is a substantive change in either.

For example, you could see a case where there is no change in CF%, but a significant improvement in CF and a significant worsening in CA, and that would indicate a notable underlying change (offense better, defense worse) even as the CF% showed no change at all.

In the Oilers’ case (I have used the per 60 minutes numbers to isolate away changes in number of penalties called year over year), here’s what we see:

CF/60 … 2014: 24th @ 53.26has improved markedly to … 2015: 18th @ 55.24

CA/60 … 2014: 24th @ 57.58has barely changed at all to … 2015: 24th @ 57.72

So my answer to you is: yes, the small change in CF% does represent something significant.

Specifically, the team is notably better (two attempts per game, almost league average) at generating shot attempts this year. The entire jump from 24th to 18th is on the offense. Hello Connor! Half an attempt per game more would bring the team to 15th (BOS).

But … it’s hardly Nirvana is it? … because the team remains among the worst in the league at preventing shot attempts, and pretty much identical to last year. That makes sense too. Swap Petry for Sekera, and consistently terrible veterans for inconsistent rookies, roll in a crazy level of injuries, and voila – back in the defensive toilet.

Which gets back to a theme you’ll hear from me and many others: if we want to improve next year, stop worrying so much about the forwards.

Hey Peter: PLEASE FIX THE DEFENSE.

“Crucial Habits” and the Role of the Defense in the Offense

One thing you might point out is that the Oilers, while better/improved on offense, were hardly a powerhouse. Eighteenth is nothing to write home about. So why worry mostly about the defense?

What I’m going to suggest you do right now is jump to a series of articles by the extremely knowledgeable Jen Lute Costella, which she’s titled “Crucial Habits”. There are three articles so far, and the overview (which links further on to all three) is here:

Crucial Habits for Good Shot Generation & Suppression: Overview

If you’ve read these brilliant articles, though she doesn’t study the Oilers specifically, there are some interesting tiebacks to the Oiler situation.  Specifically the need for better defensemen, but also vis a vis the Todd McLellan/Oiler coaching style, which is often criticized by some Oilers fans for being too dump and chase oriented. Let’s look at those two assertions in order.

The Offensive Role of the Defense

If I told you that the Oilers need a defenseman who can be the powerplay QB and provide a big shot from the point, is there anyone who would argue with me? That seems obvious, and clearly adding that kind of player would immediately improve the ‘goals scored’ for the Oilers, even as the even strength shot counts probably wouldn’t change all that much.

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But what about even strength? Teams spend 80% or more of their time at 5v5 – it kind of matters.

I’ve been harping on this a long time, and what Costella’s articles do is provide a thorough analysis (with evidence) as to the critical role of the defense and the defensive structure in driving the offense.

The defensive structure drives puck retrieval and controlled exits from the zone. Controlled exits lead to successful entries. And successful entries lead to scoring.

In other words, part of the teams struggles on offense are symptoms of the defense.  And making the defense more competent, especially at moving the puck, is going to have a significant positive impact on the offense.

Some of you will be rolling your eyes about how obvious that statement is. But it needs to be said, because when I argue for the desperate need to improve the Oiler defense (which I do a lot, especially since so many Oiler fans are obsessed with blaming the young forward corps … #TradeTheMall), I get a lot of pushback on the idea that adding capable defensemen, even defensive defensemen (as long as they can pass), will improve the offense.

But it will.

Hey Peter: PLEASE FIX THE DEFENSE.

The Role of Dump and Chase and Why the Oilers Need It

Another tieback to Costella’s articles speaks to the methodology for entering the zone. I’ve heard a lot of people criticize Todd McLellan’s dump and chase (or rather, place and chase) system as being inappropriate and a poor fit for the Oilers.

To which I say: bullshit. I do not believe McLellan and his system are the problem.

Where this ties to JLC’s work is that she studied zone entries in detail and found some interesting things. One thing that stood out for me is that even the Hawks, the most consistently successful ‘carry it in’ team she studied, dumps and chases 50% of the time.

This contrasts with the big heavy teams like ANA and LAK, who dump and chase 75% of the time.

So are the Oilers dumping and chasing too much? Well, I may have to go back and track some actual numbers, but if I were to hazard a guess, I’d bet the “dump in ratio” was something close to 50% this season. Just like the Hawks in other words!

[Late breaking news: @WheatNOil pointed me at some work by JD Burke, which shows the Oilers at about 40% controlled entries – not quite the Hawks, less than the Kings, and above average for the league. So we can confirm that the Oilers, while dumping more, are not doing so excessively].

Or to put it another way, Toddy Mac is not making this team into the Sharks – I think he’s making them more like the Hawks. Which is exactly what he should be doing.

So why the complaints about the dump and chase? Two reasons:
1 – Because the team is doing it a lot more than last year.
2 – The team is not very good at it.

So it seems like the team is doing it a lot and doing it unsuccessfully.

So the logical conclusion is they must be doing it too much!

And the logical conclusion is probably wrong.

Because without developing a basic level of competence at playing the place and chase – just like the Hawks! – the Oilers cannot successfully play the kind of rush hockey we think they should be playing.

Why?

The reason is that if you become a one-dimensional team, the other teams defense simply adjusts. People seem to forget this – there is at all times an entire group of top notch professional hockey players on the ice from the other team whose sole purpose is to score their own goals while preventing you from scoring your goals. That kind of matters.

If you subscribe to the fantasy that you can carry the puck in all the time, the other team will be more than happy to choke off the neutral zone and stand you up at the blue line, and you’re toast. And frankly, we’ve seen that a lot.

The Oilers aren’t lousy at playing dump and chase – the Oilers are lousy at entering the zone, period. (and to get back to the first point, a huge part of that is the inability to exit the defensive zone with control)

Either way, even the best teams need balance. Talent (which the Oilers have) gives you the ability to carry it in. But dump and chase is what sets up the ability to carry it in.

If you can’t dump and chase, you can’t carry either.

And I believe that’s what McLellan is trying to mold the Oilers into this year – a balanced team that can do either well, depending on what the other team makes available. Stand us up? We’ll dump it in and use our speed to make you look silly. Play to defend the dump and chase? We’ll use our speed and skill to carry it in and make you look silly. (That’s the theory. Now it’s all about practice practice practice on the chase part!)

For football fans, there is an obvious analogy here of how the run sets up the pass.

That leads to another point that JLC made in her articles, which is that regardless of what style you play, the most critical aspect to scoring is getting repeated chances through aggressive puck retrieval. You can do that with speed (like the Hawks) or with size and strength (like the Kings) – but if you don’t get the puck back, you don’t score.

If there’s one thing the Oiler forwards really need to work at, that’s it.

Now please don’t think I’m giving TMc a free pass. I do have some frustrations with the coaching this year. Specifically some of the mystifying roster decisions, and the power play. Then again, as a friend of mine noted, a lot of that may be ‘old voices from the inside hanging around and creating trouble’.  If so – they better be gone this summer.

Hey Peter

Either way, I do think the angst over ‘dump and chase’ is misguided. It needs practice, for sure. And a better instinctive sense of balance between carrying and chasing.

But adding a couple of true Top 4 defenders and getting Klefbom and Davidson back will make a world of difference to getting the puck out from the d zone under control.  And I bet if and when that happens, we’ll all suddenly be amazed at how much more effective the Oilers will be at entering the o zone too, whether by carry or by place and chase.

In other words, and you probably haven’t heard me say this before, but … Hey Peter: FIX THE DEFENSE.

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Kosmic’s Top Ten 2016 NHL Draft Propects: #3 Jakob Chychrun

Ahhh yeah folks….it’s Mini-Friday a.k.a. Thursday. We’re sooooo close to the weekend! How’s everyone doing today? I don’t know about where you are, but here in Toronto it is an absolute beauty of a day outside! The sun is shining, birds are singing, and my 3 sons just got home from school and are racing to get outside and play some road hockey with their new net and goalie gear! Wherever you are, I hope that you’re having a fan-fucking-tastic day!

So let’s do this! Here is the highest ranked defenseman on my list…yessir! That clearly means that I have 2 forwards taking up the #1 and #2 spots. But who? People of the BLH Universe, this defenseman is not only the d-man that I’d like to see the Oilers land, I also think that he’ll be the first d-man to go in the draft this year. So heeeeeeeeeere we go…#3!

If you haven’t read no.4 through no.10 on our list, check them out below! And please keep in mind that these are my projections based on the Oilers’ needs as an organization.

#10 – Alex Nylander
#9 – Pierre-Luc Dubois
#8 – Mikhail Sergachev
#7 – Matthew Tkachuk
#6 – Dante Fabbro
#5 – Jesse Puljujarvi
#4 – Olli Juolevi

Is Chychrun a franchise defenseman?

Jakob Chychrun – D
Sarnia Sting (OHL)
6’2″ 216lbs
62GP 11G 38A 49PTS 51PIM 23+/-

The son of former NHLer Jeff Chychrun and nephew of former Edmonton Oiler Luke Richardson, Jakob Chychrun is a complete defender, hands down. He’s already a monster with NHL size (6’2″ 216lbs), that definitely does not shy away from using it. Have you ever you seen Chychrun lay someone out? Oh man, it’s a beautiful thing. Of course, not if you’re on the business end of that shit! But getting back to that whole complete defender thing, he truly does possess a lot of skills and tools. He has elite vision and the premier skating ability to match it. Those two skills combined have him almost always ahead of the play. He plays a very well composed game as well, and is able to apply pressure to the opposition. Causing them to make high pressure plays, which usually results in the play being broken up. Jakob is very responsible defensively, and is consistently trustworthy. He also has, what I personally think is, the best first pass in the OHL, and the best out of any prospect in this years draft. That’s not to take away from his stick handling/puck carrying ability, as Chychrun is excellent whenever he is driving or directing the play. This kid also has a widow-maker of a shot, that he loves to flaunt on the power play. All in all, this kid is an absolute stallion as far as defensive prospects go, He possesses a high hockey IQ, elite vison, excellent skating, and he mixes them up with an outstanding two-way game.

NHL Comparable(s): Aaron Ekblad

while injury is an inevitable part of the game, the ability to rebound and perform and produce on a consistent basis is generally what separates the stars from the pretenders. When he’s defending from the circles and below, he possesses the uncanny ability to successfully differentiate between when to pressure the opposing puck possessor and when to support the friendly.

Chychryn is perhaps a more complete version of former top pick (and OHL’er) Aaron Ekblad, and in that we mean both offensively and defensively. – Steve Kournianos (source)

Where does he fall versus the plethora of forwards that are available? In comparing him against Olli Juolevi and Mikhail Sergachev, Chychrun is the most complete player of the three. Juolevi made a significant push forward during the past World Junior Championship. The smooth skating Finn put up several points and impressed several scouts. The London Knights top defender does not have the physical ability, overall hockey sense, or shooting ability that Chychrun holsters. Sergachev is as good or maybe better when rushing up the ice and driving towards the net. Again he loses out in sense and shooting. – Craig Smith, Hockey Prospectus (source)

Why would this player be on the Oilers Draft List? Simple, because we need an Aaron Ekblad type of d-man on our team…and hello Chychrun! But for real, he’s a stud and we need a stud on our back-end. I mean we have Nurse, and Klefbom…but I’m not even sure that they have the same ceiling as Jakob Chychrun. The sky’s the limit with this kid…I think that he’s the type of d-man that you build you’re back-end around. If we fell back in the draft, I’d scoop him up in a heartbeat.

That’s all for today people, I’ve got a road hockey game to get to! Stay trippy!! See who checks in at #2 next!

Follow me on Twitter @kosmicburrito

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Remember Jussi Markkanen? He’s still playing pro hockey, and he’s doing a damn fine job at it.

It was 2006. Rexall Place was bumping, and the Edmonton Oilers had finally gotten to their first Cup Final since they last won in 1990.

After Dwayne Roloson was injured in the final period of game one, Jussi Markkanen was brought into the starting lineup for the Oilers in game two of the series.

Markkanen manged to earn the first star in a game three win, as well as a shutout in game six of the played. Despite his greatest efforts, he was unable to lead the Oilers to the promised land.

Once his contract ended following the 2006-2007 season, Markkanen went to the KHL for a season, as well as the Swiss-A league for a few years before he landed in 2013-2014 with the SaiPa Lappeenranta in the SM-Liiga.

He has been with the team since and has played in 129 games, posting a .920 sv% and a 2.00 GAA.

According to the SM-Liiga website, Markkanen’s season ended early last week after suffering what is described as a “disc clavicle fracture.” (The article was translated from Finnish to English, so things may have gotten lost in that translation.)

With his injury and an expiring contract, the 40-year old ended up signing a contract to stay with the team for two more season.

“I want to show myself that age is just a number and forties than I can fight against the younger pretty full. It is self-overcoming. Another big thing is that hockey is still very nice. It is nice to come to the gym in the morning and put themselves on the line.”

“I am very motivated and I want to help this team win in the future. I am very excited that we will now start a new project and I definitely want to be involved in it,” Markkanen says.

Being someone who began following this team in the 2005 – 2006 season, Markkanen has always held a special place in my heart and I am glad to see him still playing at a high level.

All the best, Jussi.

Could the Oilers Trade For PK Subban?

It seems hard to fathom that any team would be actively looking to trade a Norris Trophy winner who also donated $10 million to a children’s hospital, but that’s where the Montreal Canadiens appear to be at. This couldn’t come at a better time for the Edmonton Oilers who have been looking for a true No. 1 defenceman since Sheldon Souray’s only good season in Edmonton in 2008-09.

Is Subban a little flashier than most players in the NHL? Sure. Does he like to celebrate goals? Of course! But if that’s the worst thing about him than it doesn’t make much sense why these trade talks are even happening. This is a story that will not go away until July 1 when Subban’s no movement clause kicks in. Odds are that the Canadiens will end up patching things up with their franchise defenceman and all of this will be forgotten in a year. But for the sake of argument, I will look at what it would take for the Oilers to pry Subban out of Montreal in this post.

First off, it would be nearly impossible for the Canadiens to get fair market value for Subban. But if they seriously want to move him, then maybe the Oilers could put together a package. We all know that the first player Habs’ GM Marc Bergevin would be asking Oilers’ GM Peter Chiarelli about is Taylor Hall. I’m as big of a Taylor Hall fan as anyone and it would hurt to see him leave the organization that he has given everything to for the past six years without ever playing a playoff game in Edmonton, but it will likely take Hall plus others to pull off this deal.

Perhaps the Canadiens would have some interest in bringing in Nail Yakupov? Ironically, there were rumours prior to the 2012 NHL Entry Draft that the Canadiens had offered Subban, who was coming off a sophomore campiagn that saw him produce 36 points in 81 games, to the Oilers for the first overall pick. This would have given the Canadiens the chance to select Yakupov as well as his best friend and former Sarnia Sting teammate Alex Galchenyuk. In retrospect, 2012 would have been the year for the Oilers to make such a trade. I had no interest in them trading the first overall pick in 2010 or 2011 when they drafted Taylor Hall and Ryan Nugent-Hopkins. A Yakupov trade, would reunite him with his former teammate and possibly get his NHL career back on track.

The Canadiens would likely want a defenceman back as well and the names they would be most interested in would be Darnell Nurse and Oscar Klefbom. I can’t see the Oilers trading away Nurse after one season, despite hiss struggles as a rookie or a guy that they locked up to a seven-year extension last fall. This could be where Chiarelli draws the line in the sand in negotiations with Bergevin.

In reality, the Oilers will probably spend more time pursuing trade targets like Travis Hamonic or Sami Vatanen this off-season, but neither of those players comes close to holing the value that a player of Subban’s ilk would bring to the struggling Oilers. Also, with Connor McDavid expected to be the highest paid player in the game by 2018-19, adding a $9 million defenceman might not make sense for the Oilers.

Assuming the Oilers don’t end up winning any of the three lotteries this year, my best trade offer would be Ryan Nugent-Hopkins, Nail Yakupov and the first round pick in 2016 for Subban. Maybe they throw in a prospect, too? Either way, Subban is who Oilers fans really care about. It would be a little premature to put his nameplate on a stall in the Oilers new dressing room at Rogers Place, but they should have a few No. 76 jerseys ready to go for fans just in case.

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2016 NHL Stanley Cup Predictions

For the last 3 seasons, I’ve been putting together statistical power rankings of teams with a focus on tracking the Oilers’ progress, or lack thereof. Then at the end of the season, I have used these rankings to make Stanley Cup playoff predictions. The statistical model began by examining shot attempt (a.k.a. Corsi) differentials, but I have since revised the model to also include goal differentials. The analytics community refers to this model as Weighted Shots.

The basic idea is simple: Goals count more than shot attempts. In theory, Weighted Shots help account for shot quality on offense and for goaltender performance on defense. In the Weighted Shots model that I use, goals count for 5 points and shot attempts–which for the sake of simplicity I will refer to as shots–count for 1 point. Measuring Weighted Shots at even-strength (5v5) is the most important aspect. Perhaps surprising to many, but special teams (power-play & short-handed) count for little (about 20% of scoring), although I do apply the model to ranking special teams. In my mind, a huge difference in special teams between teams who have similar Weighted Shot differentials may help tip the scale. There are a few matches this playoffs in which special teams may play a factor.

Testing Weighted Shot Model over 9 Playoff Seasons

To figure out if my model is useful, I applied it to the last 9 playoff series (2006-2015). I used all regular season games (82) in arriving at my 5v5 and special teams ranking systems. I also included rankings for the last 25 games because some of claimed that these are useful in making predictions. I have not thoroughly tested this 25-game model, but I do know that last season it was horrible in making predictions. Perhaps when I have more time, I’ll revisit the 25-game model for the other 8 seasons. Important to note that my model does not account for injuries, especially to key players. For instance, Tampa Bay has 2 key players out: their 2nd best defenseman, Anton Stralman, and elite sniper, Steven Stamkos. I cannot help but think this will have a huge impact on their playoff performance, especially Stralman, whose shot-differential relative-to-team is +5.7 per hour, which is 2nd on the team (Hedman is first) and 23rd among NHL defensemen. In any case, without further delay, here is how my model performed over 9 playoff seasons.

 

As we can see, the accuracy rate varies a lot from season-to-season. A few times it is as high as 87% (13 out of 15) and other times as low as 53% (8 out of 15).  The good news is that even 8 correct predictions is more than 50%. Even better, over the entire sample of 9 series, the accuracy rate is 70%.

What happened in those seasons in which only 8 predictions came true? In 2008, you can blame many failed predictions on upsets by the Montreal Canadiens and Pittsburgh Penguins, who were both riding high on hot goaltending, as well as for Pittsburgh, stellar offense by Sidney Crosby & Evgeni Malkin.

In 2011/12, goaltending was also a factor, but for different reasons. On the one hand, Henry Lundqvist carried the overachieving Rangers to the Eastern Conference finals. On the other hand, the Penguin’s–ranked 3rd–had Marc Andre Fleury losing his confidence and playing the worst hockey of his career. The Penguins lost to the Philadelphia Flyers in a memorable high-scoring and fight-filled first round series.

Then last season (2014/15), Lundquvist once again help carry the overachieving Rangers to the Conference Finals. Similarly, Carey Price helped the Montreal Canadiens upset the Ottawa Senators in the first round. Thus, despite the predictions, outstanding goaltending can change the outcome of a series. In the end, though, 14 out of the 18 Stanley Cup finalists ranked in the top-8. Moreover, the champions ranked in the top-4, except for Pittsburgh (ranked 15th) in 2009. Taking all this into account gives me enough confidence to keep using the model. In closely matched series, though, I think it’s important to pay attention to goaltending, as well as injuries and special teams. More on this below.

Next, I provide the overall rankings of the teams using 4 measures. As a reminder, the one I am using is the first green column (i.e., Weighted Shots using 82 regular season games). The other rankings are there as secondary predictions. As I mentioned above, I would like to test the model on the last 25 games of the season, so might as well include it below. For special teams, I took the difference between Power Play and Short-Handed Weighted Shots. This rank, I think, should only be used in a series in which the 5v5 numbers are very close. What is close? This season it’s easy. The Anaheim Ducks and Nashville Predators only have a WghSh% difference of 0.01%! Then in the 2nd round, assuming the St. Louis Blues and Dallas Stars beat their respective opponents, the difference is only 0.1%.

 

What is obvious is that, regardless of the ranking system, the top 2 teams are Los Angeles and Pittsburgh. Next, I’ll show my predictions and explain predictions that go against my model. Teams in green are the predicted winners of each series. The value in parentheses is the even-strength Weighted Shot differential.


My main upset is the Detroit Red Wing over the Tampa Bay Lightning. Although Tampa Bay is ranked 3rd overall, recall that they have injuries to two key players: Stralman and Stamkos. Although I believe the Lightning are a pretty good team even without those two, in a 7-game series, I do see Detroit as able to push passed them. I don’t expect it to be easy, though.

Another “upset” is the Anaheim Ducks over the Nashville Predators. Their respective WghSh% values are practically identical. Anaheim’s special teams, which are ranked 1st, are much stronger than Nashiville’s, which are ranked 14th. Thus, I give the advantage to the Ducks.

The final upset is St. Louis over Dallas (assuming they both make it to the 2nd round). Their respective WghSh% values are also nearly identical. Although the Stars’s special teams are slightly stronger–7th vs 11th–I don’t think this difference is that substantial. More importantly, I think goaltending and defense will be a factor. Dallas are double-teaming veterans Kari Lehtonen (90.6 save%; all situations) and Antti Niemi (90.5%). Neither has performed as a #1 goaltender. Also, despite Dallas’s strong offense–ranked 2nd–their defense is rather porous for a playoff team, ranking 17th. In contrast, St. Louis is solid both offensively and defensively, ranking 7th and 6th, respectively. Although there tends to be some variance in save% within a season, St. Louis’s save% (93.2%; rank=4th) exceeds that of Dallas’s (91.8%; rank=27th) by a large margin. I think there is more than variance going in this difference. With the Blues having the advantage in defense and goaltending, I favour St. Louis in this series.

Speaking of St. Louis, what of Chicago, the defending Stanley Cup champions? Unfortunately, their WghSh% rank is not even top-10. Last season, they were 2nd and favoured to win the Cup because Los Angeles (ranked 1st) failed to make the playoffs. Will intangibles such as “playoff experience” and “knowing how to win” matter? Maybe. But what the model shows, over 9 seasons of data, it that is sure helps when a team is better at out-shooting their opposition.

For the finals, I have seen a few models predict Pittsburgh over Los Angeles, which I don’t think is unreasonable. Pittsburgh has been the hottest team since January showing an improvement of 20th to 2nd in Weighted Shots over the last 40 games. I have not seen such an improvement within a season since I’ve been tracking these metrics. Plus, Pittsburgh is my 2nd favourite team. But then Pittsburgh without their #1 goaltender, Fleury, who is injured, but day-to-day, could make it a rough road for the Penguins to go deep into the playoffs.

There you go, folks! My predictions for the 2015/16 Stanley Cup playoffs. Please share your thoughts and predictions.

Walter