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On the Forecheck: August 2007 - NHL Stats, Analysis, and Opinion

Friday, August 31, 2007

Local Yokels can Party Heartily

At long last, it's official - the Nashville Post is reporting that the David Freeman-led group of local investors (plus Boots Del Biaggio) has reached a binding agreement to purchase the Nashville Predators from Craig Leipold, and will soon submit that agreement to the NHL head office.  While it is likely that there isn't enough time for the NHL's due diligence to complete prior to the next Board of Governors meeting on Sept. 18, it appears that an up-or-down vote could be held by fax at a to-be-determined date afterwards.  For now, though, Predators fans can let it all hang out this weekend:
 
 
Happy Predators FanHappy Predators FanHappy Predators FanHappy Predators FanHappy Predators Fan
Is that Ek on the right?

The next major milestone in this process will come shortly after Nashville's mayoral election on Sept. 11.  Whoever wins the election will take office ten days later, and you can expect them to get up to speed quickly on the proposed changes to the Sommet Center lease that require immediate attention.  By the way, I missed this piece back on August 24, but Richard Lawson posted another fine article at the Nashville Post discussing one of the major components of the requested change; that responsibility for operating profit/loss at the Sommet Center transfer to the Freeman group.  A strong case for making just such an adjustment was made by the consulting firm KPMG in an audit they performed for the Nashville Metro government four years ago:
 
"Metro’s case is unique in that the facility management company and the primary sports tenant share common ownership while Metro is responsible for any operating deficit," according to KPMG's report. "For other public arenas managed by an outside facility operator where there is common ownership between the team and the facility operator, the facility operator assumes the risk of any operating losses and benefits from any financial gain … Without renegotiation of existing agreements, significant decreases in the general fund operating subsidy to the GEC [edit: now called the Sommet Center] are unlikely."
 
At least for that portion of the lease, a renegotiation could be a win-win for both the team and the city.
 
Anyways, today's news marks a major step towards resolving the drama that began back in May when Jim Balsillie and Richard Rodier appeared likely to sweep the team out of the city.  Training camp for the Predators is set to begin Sept. 13, and the first preseason game (against Columbus) is just two weeks from Sunday.
 
 

Friday Follies

This weekend marks the end of the long, mostly-hockeyless summer.  Starting next week, we can look forward to training camps opening, competition for roster spots, and previews for the coming NHL season.  So before you head out for a few days of grilling, sunshine, and college football, I wanted to share a few quick thoughts:
 
  • The Vancouver Canucks unveiled their new NHL jerseys earlier this week, and I have to say I like them.  At least it doesn't seem like a layout that's been designed to appeal to the 12 year-old skatepunk crowd.
  • The Southeast Division, which boasted the smallest gap (27 points) between top & bottom last year, could perhaps get even tighter this fall.  Florida has added Tomas Vokoun, and Washington a number of solid additions, while the three teams above them have largely stood still.
  • For a flashback to the dawn of the David Poile's days as an NHL general manager, head over to Dump and Chase, where there's a fine piece discussing how he got his job in Washington, where he led the Caps to 14 straight playoff appearances.  Thanks to Eric over at Off Wing Opinion for pointing this one out.
  • With Steve Sullivan out for three months after a second back surgery, will Poile try and beef up the Predators' roster with one of the many free agents left on the market?  Sure, they're not great options, but perhaps giving a guy like Jason Allison or Mike Johnson a shot might help bridge the gap, and provide some trade fodder once Sully returns.
  • The fall rec-league season will be starting soon, which means I've got hustle off the pounds I've put back on since last season.  Who knows, maybe these guys will let me skate with them to help me get back in shape.
  • Has anybody done a better job of improving their roster this summer than the L.A. Kings?  If they could acquire a prime-time goaltender, they'd be a real dark horse out West.
  • I agree with E.J. Hradek that the Red Wings are going to take a slight step backwards this season.  They should still handily win the Central division, but Hasek & Chelios are going to break down eventually, and I think Lang & Calder are going to be missed more than most Detroit fans would admit.
Have a great weekend!

Wednesday, August 29, 2007

The NHL's Top Solo Goal Scorers

Just as most great rock songs have a solo in the middle, wherein the lead guitarist soaks up the spotlight and lets his creativity take over the stage, so to do the best goal-scorers of the National Hockey League on occasion, when they force a turnover or pick up a loose puck and bury a huge shot after an outstanding individual effort. So which NHL stars punched home the most goals without the help of a playmaking teammate?

Last year, some 364 unassisted goals were scored out of 7,082, leaving solo tallies at about 5% of the overall total. Of those 364, 262 were scored at Even Strength, 31 on the Power Play, and 71 were Shorthanded. Notably, for Jordan Staal of the Pittsburgh Penguins, all four of his solo scores came on the penalty kill - the true sign of an effective and dangerous shorthanded specialist. The following is a list of the leading unassisted goal scorers from last season, along with their overall total, and percentage of total goals that were unassisted.

Top Solo Goal Scorers, 2006/7 NHL Season
Player Solos Tot Goals Pct.
Jere Lehtinen, DAL 5 26 19.2%
Jordan Staal, PIT 4 29 13.8%
Alexander Ovechkin, WSH 4 46 8.7%
Jason Williams, CHI/DET 4 15 26.7%
Alexander Semin, WSH 4 38 10.5%
Alexei Ponikarovsky, TOR 4 21 19.0%
Dan Boyle, TAM 4 20 20.0%
Marian Hossa, ATL 4 43 9.3%
Brendan Shanahan, NYR 42913.8%
Pavel Datsyuk, DET 4 27 14.8%
Pierre-Marc Bouchard, MIN 3 20 15.0%
Ryan Smyth, EDM/NYI 3 36 8.3%
Sidney Crosby, PIT 3 36 8.3%
Shea Weber, NSH 3 17 17.6%
Jason Blake, NYI 3 40 7.5%
Sheldon Souray, MTL 3 26 11.5%
Patrick Eaves, OTT 3 14 21.4%
Erik Cole, CAR 3 29 10.3%
Jason Chimera, CBJ 3 15 20.0%
Sami Kapanen, PHI 3 11 27.3%
Matt Bradley, WSH 3 4 75.0%
Chris Drury, BUF 3 37 8.1%
Kristian Huselius, CGY 3 34 8.8%
Shane Doan, PHX 3 27 11.1%
Simon Gagne, PHI 3 41 7.3%
Ilya Kovalchuk, ATL 3 42 7.1%
Ryan Getzlaf, ANA 3 25 12.0%
Mats Sundin, TOR 3 27 11.1%

Looking through this list we have pretty much a who's-who of NHL offensive stars, and certainly some of these players are on here as a consequence of prolific scoring. For example, when guys like Simon Gagne and Ilya Kovalchuk achieve 40-goal seasons, it's hardly surprising that a handful of them were unassisted. Check out Matt Bradley of Washington, however. He only scored four times all year, but three of those were solo efforts! Seems like there's an outlier in every bunch...

Anyways, after this week's post on Reliance vs. Independence on particular playmakers, I received a few requests to post Unassisted Goal information from last year, so here you go. Enjoy.

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Sunday, August 26, 2007

Who Scores Alone?

So sayeth the Muse, "it takes two to make a thing go right." In the NHL, that translates to elite scorers who rely upon particular playmakers to set them up. Which elite snipers are most reliant on particular linemates? Let's take a look inside the numbers from the 2006-7 NHL regular season.

The following is a list of those prominent goal scorers (anyone with 20 or more goals last season) in order of their reliance on a particular teammate for the 1st assist on their goals. In other words, what portion of their total goals came directly after a specific teammate played the puck? May I have the envelope please...

Top 30 Goal-Scorers Ranked by Reliance
Scorer Goals Top 1st Assist Man Assists Pct
Daniel Sedin, VAN 36 Henrik Sedin, VAN 20 55.6%
Slava Kozlov, ATL 28 Marian Hossa, ATL 15 53.6%
Jason Pominville, BUF 34 Daniel Briere, BUF 17 50.0%
Chris Kunitz, ANA 25 Teemu Selanne, ANA 12 48.0%
Milan Michalek, SJS 26 Joe Thornton, SJS 12 46.2%
Dainius Zubrus, WSH 24 Alex Ovechkin, WSH 11 45.8%
Marian Gaborik, MIN 30 Pavol Demitra, MIN 13 43.3%
Martin Straka, NYR 29 Michal Nylander, NYR 12 41.4%
Jonathan Cheechoo, SJS 37 Joe Thornton, SJS 15 40.5%
Michael Ryder, MTL 30 Saku Koivu, MTL 12 40.0%
Trent Hunter, NYI 20 Mike Sillinger, NYI 8 40.0%
Martin St. Louis, TAM 43 Vincent Lecavalier, TAM 17 39.5%
Damond Langkow, CGY 33 Jarome Iginla, CGY 13 39.4%
Zack Parise, NJD 31 Travis Zajac, NJD 12 38.7%
Alexei Ponikarovsky, TOR 21 Mats Sundin, TOR 8 38.1%
Paul Kariya, NSH 24 Martin Erat, NSH 9 37.5%
Marco Sturm, BOS 27 Patrice Bergeron, BOS 10 37.0%
Petr Sykora, EDM 22 Ales Hemsky, EDM 8 36.4%
Alex Tanguay, CGY 22 Jarome Iginla, CGY 8 36.4%
Mike Fisher, OTT 22 Daniel Alfredsson, OTT 8 36.4%
Joe Sakic, COL 36 Andrew Brunette, COL 13 36.1%
Dany Heatley, OTT 50 Jason Spezza, OTT 18 36.0%
Daniel Alfredsson, OTT 29 Dany Heatley, OTT 10 34.5%
Ray Whitney, CAR 32 Rod Brind'Amour, CAR 11 34.4%
Sidney Crosby, PIT36Mark Recchi, PIT1233.3%
Mark Recchi, PIT24Sidney Crosby, PIT833.3%
Patrik Elias, NJD 21 Scott Gomez, NJD7 33.3%
Jason Spezza, OTT 34 Dany Heatley, OTT 11 32.4%
Steve Sullivan, NSH 22 J.P. Dumont, NSH 7 31.8%
Teemu Selanne, ANA 48 Andy McDonald, ANA 15 31.2%


While it's no surprise to see the Sedin twins atop this list, there are a few noteworthy entries in this table that warrant your attention. Notice, for example, how the Ottawa top line of Heatley/Spezza/Alfredsson are intertwined, and how the playmaking skills of Joe Thornton are so vital to the production of both Milan Michalek and Jonathan Cheechoo. Take special notice, as well, of players who have changed teams - how will Dainius Zubrus fare without Alex Ovechkin, or Jason Pominville without Daniel Briere? Will Martin Straka miss Michal Nylander, or Patrik Elias miss Scott Gomez? While it's possible that they'll find new linemates with which they'll develop the ever-elusive "chemistry," I wouldn't bet on it. But what about the opposite end of this scale? Which goal scorers relied the least upon a specific teammate for that First Assist?

Top 30 Goal Scorers Ranked by Independence
Scorer Goals Top 1st Assist Man Assists Pct
Patrick Sharp, CHI 20 6 players 2 10.0%
Ilya Kovalchuk, ATL 42 Slava Kolzov, ATL 6 14.3%
Scott Walker, CAR 21 Eric Staal, CAR 3 14.3%
Miroslav Satan, NYI 27 Viktor Kozlov, NYI 4 14.8%
Shane Doan, PHX 27 Steve Reinprecht, PHX 4 14.8%
Mats Sundin, TOR 27 Kaberle & Tucker 4 14.8%
Matthew Lombardi, CGY 20 4 players 3 15.0%
Martin Havlat, CHI 25 Keith & Vrbata 4 16.0%
Erik Cole, CAR 29 Stillman & Whitney 5 17.2%
Alex Ovechkin, WSH 46 Dainius Zubrus, WSH 8 17.4%
Mike Modano, DAL 22 Lehtinen & Lindros 4 18.2%
Patrice Bergeron, BOS 22 Marc Savard, BOS 4 18.2%
Alexander Semin, WSH 38 Alex Ovechkin, WSH 7 18.4%
Lee Stempniak, STL 27 Bill Guerin, STL 5 18.5%
Chris Drury, BUF 37 Daniel Briere, BUF 7 18.9%
Mike Sillinger, NYI 26 Trent Hunter, NYI 5 19.2%
Nathan Horton, FLA 31 Olli Jokinen, FLA 6 19.4%
Bill Guerin, STL 36 Doug Weight, STL 7 19.4%
Alexander Frolov, LAK 35 Mike Cammalieri, LAK 7 20.0%
Jaromir Jagr, NYR 30 Michal Nylander, NYR 6 20.0%
Chris Clark, WSH 30 3 players 6 20.0%
Brad Richards, TAM 25 Martin St. Louis, TAM 5 20.0%
Ryan Getzlaf, ANA 25 Chris Perry, ANA 5 20.0%
Stephen Weiss, FLA 20 Martin Gelinas, FLA 4 20.0%
Gary Roberts, FLA 20 Olli Jokinen, FLA 4 20.0%
Dan Boyle, TAM 20 Lecavalier & Richards 4 20.0%
Mike Cammalieri, LAK 34 Anze Kopitar, LAK 7 20.6%
Dustin Penner, ANA 29 Marchant & Perry 6 20.7%
Pavel Datsyuk, DET 27 Tomas Holmstrom, DET 6 22.2%
Ryan Smyth, EDM 36 Shawn Horcoff, EDM 8 22.2%


Taking the reverse analytical angle from above, it's impressive how these individuals light the lamp without leaning on a particular playmaker, especially leading goal-scorers like Kovalchuk & Ovechkin.

This kind of reasoning leads to some interesting considerations for game-by-game analysis. When facing the Canucks, does it make sense to focus on denying Henrik Sedin the puck, so he can't set up his goal-scoring brother? That might prove more effective than putting a shadow on Daniel. Conversely, those scorers on the second list seem to be more adaptable in creating shots for themselves and deserve the full attention of an opposing defense.

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Saturday, August 25, 2007

Hockey in Hollywood? Game On!

Yes, Rudy over at Battle of California may be retching over the thought of The Love Guru, a film currently in production that stars Mike Myers as a... well, who cares what Myers is going to do. The important thing for Rudy is that reviled nipple-exposer Justin Timberlake will play an antagonistic role as a Los Angeles Kings player who has an affair with the wife of a Toronto Maple Leaf.

Scandalous!

First of all, we should all be glad that at the least this film will get the NHL more mainstream media exposure than the last Stanley Cup final, but secondly, Rudy should be happy to see a King included so prominently. Seriously, when was the last time the L.A. Kings mattered in the NHL? 1993? Sorry to sound harsh, but Kings fans should swallow their pride and enjoy the spotlight.

Besides, look at the talent involved in this cinematic endeavor, and ask yourself: what could possibly go wrong?

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Friday, August 24, 2007

Sullivan's Second Surgery

Steve Sullivan, the Nashville Predators' most dynamic scoring threat the last two seasons, is projected to be out for another three months after having a second operation on his back today, as reported by the Tennessean's John Glennon.
 
Earlier it had been reported that he might not be ready for the start of training camp, but this latest news deals a blow to the Predators early-season efforts, and really puts the pressure on younger players like Martin Erat and Alexander Radulov to carry the offensive load until Sully returns to action.  Given the improving competition within the Central Division, the Predators need every point they can muster during the first half.

The Nashville Post digs deep

Richard Lawson of the Nashville Post has just published what is by far the most thorough analysis yet of the proposed lease changes that David Freeman's ownership group has submitted to the Nashville city government.  It's well worth a read this weekend.
 
One of the more interesting tidbits in Lawson's analysis is that much of the money that the city pays to cover the Sommet Center's operating loss comes from a fund fed from hotel occupancy taxes (i.e. tourist dollars as opposed to local residents).  There has been considerable debate about whether a new Convention Center is needed downtown, and if the Freeman group took over responsibility for the operating profit/loss, that could well free up those tax dollars to be used in that direction.
 
Kudos to Lawson for an outstanding piece - it features plenty of fodder for those in favor of and opposed to any further adjustments to the lease, and lays it all out on the table in the process.

Binding Agreement for Preds Sale coming soon

This morning's Nashville City Paper is reporting that the binding agreement between the David Freeman group and Craig Leipold will be submitted to the NHL either today, or more likely, on Monday.  If the NHL owners aren't prepared to vote on the sale during their September meeting, they can have a followup vote by fax when the time is right.
 
Also, the Tennessean reports this morning that the Nashville Chamber of Commerce has unilaterally passed a resolution supporting the local group's proposal to change the Sommet Center lease.  Nashville will have a new mayor on September 21, and both candidates have been in communication with the ownership group to prepare them for quick action once they take office.

Monday, August 20, 2007

The Tennessean finally sees the other side

Having posted a number of different stories on the same subject since last Thursday, the Tennessean finally produced a somewhat balanced look at David Freeman's proposed changes to the Sommet Center lease, which are critical to the group's chances of buying the Predators.

The meat of the piece is right here:

Freeman said his group is seeking three significant changes from the status quo:

• About $3 million from the city that would be used to help minimize past losses.

• Full responsibility for incentives to improve the financial performance of the arena.

• A guarantee from the city of an average 14,000 in paid attendance per game each season so the club does not lose its substantial NHL revenue-sharing rights, in exchange for eliminating any right for the team to ever leave Nashville.

For those who believe Freeman is trying to spring some kind of last-minute, moneymaking scheme on the city, it's worth noting that his group — and not the city — has insisted on including provisions in a new lease that would:

• Forbid new ownership to raise ticket prices above the league average.

• Require new ownership to maintain a team payroll at least $5 million above the league's salary floor if paid attendance averages 16,000 per game.

• Require new ownership to donate all excess positive cash flow up to its $3 million request back to organizations in the Middle Tennessee community.


It's too bad these details weren't included in Friday's article about this process, which got picked up off the wire and run across North America in an especially negative light.

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Saturday, August 18, 2007

Following up on the techie issue (non-hockey)

A few days back I asked for feedback regarding making the Windows XP-to-Vista leap, and I think I've made the right choice in putting the copy of Vista Ultimate I received up on eBay.

Check out this thread over at Slashdot, in which the editor-in-chief of PC Magazine throws in the cards and gives up on the new Microsoft OS. If a devoted PC guy such as he is considering a move to Linux, that's certainly going to give me pause about using Vista at home!

And to think we waited so long for such a big flop...

Time for THIS local hack to take a whack

Yesterday, I blasted the Tennessean for their take on the Sommet Center lease negotiations between the David Freeman-led ownership group and the city of Nashville. In the interest of fairness, I need to make a correction to that article, and offer a sincere apology to the Tennessean on one particular point.

The portion I'm referring to read as follows:

The biggest oversight in the Tennessean's report is the omission of a critical part of the propsal: that in exchange for management fees from the city, the owners would take over the risk of operating loss at the Sommet Center.

Upon a further review of the city's analysis, however, it does appear that this factor is taken into consideration regarding the increased Management Fee that would be paid by Metro under this proposal. The PDF of the city's analysis is pretty grainy (it looks like a fax that was then scanned in), but a footnote appears to read "Base Mgt Fee based on 2006 GEC audit, $6.5 Base Mgt Fee less (excess expense over revenue before Metro debt service, $3,660,262, plus SLIC $426,960, or $4,086,242."

In other words, the approximately $2.5 million increase in the Base Management Fee does appear to take the operating loss transfer into account. I was wrong on that point, and I deeply regret the error.

The Tennessean is still guilty of not presenting the full picture, however. A major factor in the transfer of operating profit/loss risk is that under the current management agreement, there is little incentive to maximize profit generated at the Sommet Center outside of hockey games, resulting in an underused facility. The intent behind this risk transfer is to give the new ownership group another avenue to make the entire facility more profitable, and potentially bring 30-50 more events downtown. This would benefit both public and private parties, through increased business during the summer months. The paper's portrayal of Freeman & Gang simply lining up for a public handout continues to be a gross misrepresentation of the situation.

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Friday, August 17, 2007

Local hacks take a whack

Thanks to a miserable hatchet job at the Tennessean, Predators fans are left with another round of caterwauling from critics who want to see the team relocated either to Kansas City or Southern Ontario.

Thursday afternoon, the Tennessean broke a "news update" that the prospective ownership group was negotiating changes to the Sommet Center lease that could have Nashville taxpayers paying "$5 million more per year to keep the Predators in Nashville," and "the buyers tried to keep the details from the public." Friday morning the paper came out with a further article which revised the $5 million figure down to $3 million, and included PDF's of the proposal (obtained via a public records request) and two emails, each addressed to the mayoral campaigns of Karl Dean and Bob Clement (obtained by the paper, but how?).

The implication was twofold: first, that the local group was seeking deeper subsidy from the city, and secondly, they were doing it in secret.

Tackling the second issue is straightforward - this is a proposal that's being laid out by the new ownership team, and isn't yet in a finalized form that goes up for public debate. The outgoing mayor of Nashville basically has nothing to do with this process other than to provide some analytical support, so the back-and-forth negotiation hasn't even truly gotten rolling.

The first issue, that being the charge that the new owners are simply looking for handouts from the city, is a much more complicated affair. The biggest oversight in the Tennessean's report is the omission of a critical part of the propsal: that in exchange for management fees from the city, the owners would take over the risk of operating loss at the Sommet Center [note: correction made here].

Quoth the proposal:

"Under the [ed: current] Management Agreement, the Sports Authority is responsible for virtually all capital and operating expenses associated with the operation of the Sommet Center. If "Operating Expenses" for a particular period exceed "Operating Revenues" for that period, the Sports Authority is responsible for that "Operating Loss". If "Operating Revenues" exceed "Operating Expenses", the Sports Authority is entitled to that "Operating Income" for such period. Since entering into the Management Agreement, the Sports Authority has experienced only Operating Losses."

According to the
Nashville City Paper, those Operating Losses have averaged $5 million per year. In the next section down, the proposal says that the Manager (the new ownership group's corporate body, PHC) would be responsible for all Operating Expenses and entitled to all Operating Revenues, subject to some terms that are spelled out in lugubrious detail. David Freeman has also gone on record saying that they are attempting to tie the source and scale of that Management Fee to revenue streams generated by hockey, such as sales tax generated by the facility, etc., rather than simply drawing out of general funds. It's not as simple as them asking for an $X million check to be written to underwrite their hockey team.

The Tennessean makes no mention of the removal of a $5 million Operating Loss from Metro's shoulders as a result of this proposal, only the cost of the Management Fee being requested. Rather than present in practical terms how the deal would likely shake out (which is difficult because some areas are still left open to negotiation), the Tennessean only focuses on what the ownership group is asking for, not what they are offering in return.
Now, of course, the broader portion of the hockey world is picking up the Tennessean's story and writing another round of "hockey can't work in Nashville, why are these locals getting the team instead of Jim Balsillie" articles. For a paper that is trimming staff, perhaps this was a desperate ploy to sell papers with a "businessmen are secretly conspiring to steal your tax dollars!" angle, but even in the best case scenario, they've lined the city up for a repeat of the negative press it's been getting all summer long.

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Thursday, August 16, 2007

The Predictive Power of PythagenPuck

Last season I made use of the PythagenPuck formula as outlined by Alan Ryder of HockeyAnalytics.com to make some (fortunately) successful predictions back in November that the Ottawa Senators weren't anywhere near as bad as their sub-.500 record at the time indicated, and that the Boston Bruins weren't exactly the playoff-caliber team they appeared to be according to the standings.  The basic idea was that by looking at the ratio between each team's Goals For and Goals Against totals, you get a good idea of where their actual Winning Percentage will end up.  The presumption there is that a team's overall ability to score and prevent goals is more constant than the bounces and breaks that can decide individual game results, and over the course of 82 games the "luck" will even out to a large extent.
 
This summer, I thought I'd revisit that analysis, to answer a few questions.
 
1.  Did I just get lucky, or is PythagenPuck actually a better indicator than actual Winning Percentage of where teams stand during the early part of the season?
2.  At what point does it make sense to do this kind of analysis?  After 10 games, 20, 30...?
3.  What kinds of events during the season helped make large differences in team performance and the Goals For/Against ratio?  In other words, if a GM decides that action needs to be taken, what works, and what doesn't?
 
First, a few ground rules to clarify my use of PythagenPuck.  Since it relates to Goals For & Against during regular action, I back out points from Shootout Wins from the Winning Percentage totals.  I then took a snapshot at each game in the regular season, and recorded each teams Actual Winning Percentage, as well as Expected Winning Percentage as given by the PythagenPuck formula based on total Goals For & Against up to that point.  For those interested in the nitty-gritty details, yes, I adjusted the exponent at each step along the way to account for the league-wide goals-per-game value as it changed during the season.
 
Finally, I ran correlation figures at each game along the 82-game journey between [Actual Win %(at Game X) & Final Actual Win %], and [Exp Win %(at Game X) & Final Actual Win %], and produced the following chart.
 
PythagenPuck correlation to actual winning percentage NHL 2006-7
 
What this demonstrates is that for most of the 2006-07 season, the blue line (Expected Win %) was actually more closely correlated with the final actual Winning Percentage than Actual Win % at that point in time.  Only around Game 63 do actual results take over, which makes sense because at Game 82, the values are equal to each other by definition.  So at least for last season, Question #1 would appear to be that yes indeed, PythagenPuck does indeed hold some value.  I would need to see this play out over a few more seasons before I proclaimed it to be a crystal ball, however.
 
As to Question #2, we have an even more interesting answer.  It looks like around the Game 15 mark, both lines reach a certain point that isn't improved upon for another 25 games or so.  In other words, absent any major disruptive issues like a key player injury or coaching change, the picture you have around the 15-20 game mark is most likely a realistic one for the course of the season.  If, as a GM, both Actual and Expected Winning Percentage aren't where you'd like them to be by mid-November, then something substantial would need to change, and the longer you wait, the less time you're left with to turn things around.  If you have a case of mixed signals, such as last November when the Senators Expected Win % was much higher than Actual results, judgment would have to come into play as to the direction of the team.
 
To answer Question #3, I'll follow up with a series of posts over the next week looking at some of the major moves up or down that took place through the course of the season, and see how they relate to events such as injuries, coaching changes, and trades.
 
There are of course, a couple refinements I'd like to make to this analysis, which I may pursue before the start of the regular season.  First, I would like to make some adjustment for the quality of opposition and it's impact on the numbers used above, and secondly, I'd like to exclude Empty Net goals from the analysis.  Empty Net goals only serve to pad the Goals For of teams that have already pretty much locked a game up, and conversely inflate the Goals Against of teams that are about to lose.  When I ran summary-level analysis and excluded Empty Netters, I did get a slightly more accurate result between Expected Win % and Actual, but I haven't had time yet to make that adjustment on my game-by-game figures that drove the analysis above.

Sullivan's back still a pain in the...

Steve Sullivan is still recuperating from offseason back surgery up in Vancouver, and in this morning's Tennessean John Glennon reports that "he might not be at 100 percent when training camp begins Sept. 13", although the team is confident that he'll be ready at some point soon.
 
The Predators need to give Sullivan all the time he needs to fully recover, regardless of time missed in training camp, or even some games in the early weeks of the regular season.  His back injury this year and groin trouble in 2006 left the Preds without one of their most potent offensive weapons during the last two playoffs, both of which resulted in disappointing first-round losses to the San Jose Sharks.  Given the issues around this team in terms of attendance and financial performance, making a deeper postseason run is critical to the long-term success of the team.
 
At this stage of his career, it's not imperative for him to go through training camp, anyway.  Surely there will be some on-ice adjustments due to roster turnover, but he's an experienced veteran who has played 150 games under Barry Trotz in Nashville, so he knows how this team works.  He's currently skating up in Vancouver under the watchful eye of his medical team, so conditioning shouldn't be an issue.

And frankly, it might do some good for more of the offensive burden to be placed on the shoulders of J.P. Dumont, Martin Erat, and Alexander Radulov in the early going, to see which of these players is ready to assume a more dominant role.  If the Predators are going to continue their incremental year-on-year progress, it will be because one of those three breaks out into a major goal-scoring force.
 
So don't rush it, Sully - when you come back to the team, they'll need you to be ready for the long grind ahead.

Wednesday, August 15, 2007

Patronizing the Predators Supporters

As a followup to yesterday's list of downtown businesses that have committed to purchasing season tickets with the Nashville Predators, I've compiled a publicly accessible map over at Google Maps that people can use if they wish to send their business to those places that support the team.
 
 
Be sure to let the management know you appreciate what they're doing!

Support those who support the Preds

I've received an update from the Our Team coalition, which is reporting that major progress is being made with selling tickets in the Nashville business community, particularly those restaurants and bars in the downtown area that clearly benefit from 40+ nights of hockey fans coming into downtown.

The following list of businesses have committed to buying season tickets for the upcoming campaign, and thus should earn the support of Predators fans as well. Be sure to show these establishments that you appreciate what they're doing!

Downtown merchants with Predators season tickets
(as of 8/14/2007)

Bailey's
Big River Grille
Decades
Demos' Steak and Spaghetti House
Dixieland Delights
Full Moon Saloon
Hot Diggity Dogs
Jack's Bar-B-Que*
Layla's Bluegrass Inn
Legends Corner*
Legends Gifts
Nashville Crossroads*
Nashville Limited
Piranha's Bar & Grill
Rippy's
Robert's Western World
Second Fiddle*
The Stage*
The Wheel
Tootsie's Orchid Lounge

*Denotes businesses that have supported the Predators since the team's inception.

I think the next time Mrs. Forechecker and I get a babysitter we might well head downtown and check out one of these joints rather than stay out in the 'burbs...

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Tuesday, August 14, 2007

Technical advice from the Peanut Gallery

Hey, it's mid-August, so I think I can sneak in one non-hockey related post:
 
Today I've got a quick question for you - I've received a copy of Windows Vista Ultimate, and have the option of going ahead and installing it on my home PC (which should have the horsepower to handle it*), or just putting the thing up on eBay and wait until a couple Service Packs come out to be sure it's robust and secure before making the migration from XP.
 
What do you think?  Does anybody out there have positive or negative experiences with the XP-to-Vista transition to share?
 
*My current PC is a 3GHz Pentium IV, with 1GB RAM, a good, but three year-old video card (ATI Radeon 8500, I think), plenty of HD space and a DVD-ROM.  Software-wise, I've already got Office XP.

Monday, August 13, 2007

Preds fans should give thanks to...

Pursuant to this morning's story from the Nashville City Paper that revealed the names of the Predators prospective ownership group, Richard Lawson over at the Nashville Post has done his digging and casts some more light on Joel Dobberpuhl.  Apparently he's an investment manager with Jetstream Capital, based in suburban Franklin, Tennessee where he runs a hedge fund.

The kicker in all of this?  According to their latest SEC filing, guess what the 3rd-largest holding is in Jetstream's $835 million portfolio?
 
What for it...
 
 
 
 
 
 
 
 
 
Try Research in Motion, Jim Balsillie's pride and joy.  Yup, that's right - the success of RIM plays a small part in giving the locals enough dough to defeat Balsillie's bid and keep the Predators in Nashville.  Oh, sweet irony...

Predators ownership team is revealed

Hot off the presses of the Nashville City Paper, the five previously unknown members of the local group purchasing the Nashville Predators have been identified. The drum roll, please...

Thomas Ciggaran, Chairman of the Board of Healthways, a health insurance firm headquartered in Nashville.
Chris Ciggaran, son of Thomas and Senior VP of Human Resources and Organizational Development at Healthways.
Joel & Holly* Dobberpuhl -Joel is a local investment manager (couldn't find anything further on him right away).
DeWitt & John Thompson of Thompson Machinery. De is President of this local firm which sells and services equipment for the construction and power industries.
Not surprising at all to see the Healthways involvement, as health care is a big player on the Nashville business scene, but I couldn't tell you much about the final three members of this list. Looking at the profile on the Thompson Machinery website, it looks like they've been in Nashville for over 60 years and have a relationship with the Predators already, through their sponsorship of the team's Zamboni.

*Thanks to reader Margie for clarifying that Holly Dobberpuhl is also part of the group.

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Friday, August 10, 2007

These are truly the dog days...

What a week - it's hit 100 degrees just about every day down here in
Tennessee, and with not much hockey news to write about it's high time
to reflect on some of the great highlights from this spring's playoffs.
Once the Stanley Cup gets trotted out, it's easy to lose sight of some
of the great playoff performances from the earlier rounds, particulary
by the likes of Marty Turco and Roberto Luongo. Anyways, roll the clip,
and just pretend it's winter.





Just think, only seven more weeks until the Kings and Ducks drop the
puck in Jolly Old England!

Thursday, August 09, 2007

More light shed on new Preds ownership

The Nashville Post has a nice profile piece up on David Freeman, the leader of the local group currently in the process of buying the Nashville Predators.  A few juicy tidbits of information:
 
He's the co-author of "The Medical Waste Handbook."
 
He made his fortune after selling his medical waste hauling business.
 
While not a big hockey fan yet, he is familiar with the "Miracle On Ice", so that's a start.
 
All in all, it's an interesting portrait of a guy who so far comes off as soft-spoken and genuinely interested in building the Predators into a Nashville institution.
 
In related news, Freeman appeared on a local sports show in Nashville Tuesday night and supposedly said that while the local investors can buy out "Boots" Del Biaggio if he gets the opportunity to become a majority owner elsewhere in the NHL, the terms of their agreement do not allow Del Biaggio to buy out the local members.  I can't find any video of that interview, but if that assertion is true, that should be one more nail in the "only a couple years until Boots moves them to KC" coffin.

Wednesday, August 08, 2007

What Would Mongo Do?

In yet another story to add to the "boy it's good the NHL doesn't have these kinds of issues" pile, we have the curious case of Pacman Jones, professional ruffian who receives his paychecks from the NFL's Tennessee Titans, but has been suspended for the entire upcoming season for a series of brushes with the law. Obviously, Jones needed a guiding influence to help set him on the right path.

"Mongo like making it rain!"

With his young career in jeopardy and his only hope of returning to the field in 2007 hanging on his good behavior and sound judgment, Jones decided to follow in the footsteps of Alex Karras, the Detroit Lions defensive lineman (and later actor) who, when suspended for the 1963 season, donned the tights and squared off against the likes of Dick The Bruiser.

Can you imagine what the reaction would have been like if Todd Bertuzzi had done such a thing during his suspension? It makes you wonder who else from the world of hockey would fare well in the realm of sports-entertainment...

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Tuesday, August 07, 2007

Rebound Shooters of Renown

Following up on yesterday's piece covering team-by-team Rebounds Shots taken and given up, it's time to see which individual players dominated in front of the net. Here are your top shooters in terms of Rebound Shots taken in the 2006-7 season. A rebound shot is here defined as a shot taken within 5 seconds of another shot, without any intervening event such as a faceoff.

Click to enlarge


Interestingly, the diminuitive Martin St. Louis leads the pack, due in part to his gifted teammates like Brad Richards and Vincent Lecavalier, and the endurance that lets him play over 24 minutes per game, tops among all NHL forwards. One interesting note is how Tomas Holmstrom comes in among the league leaders, but on a team-by-team basis, Detroit gets the fewest rebound opportunities as a percentage of their overall shots.

And for MikeP who wondered yesterday where Ryan Smyth compared to Dustin Penner (the once and future crease-crashers for Edmonton), Smyth garnered only 14 rebound shots last year, well below this list. This raises an interesting question.

Given the age of the two players, the talk that Smyth wanted a contract averaging $5 million-plus to stay in Edmonton, and the fact that the Oilers just landed Penner for less than that figure (setting aside the balance between the compensation Edmonton yielded to Anaheim for Penner, and the value they received for the Smyth trade), is it possible that Edmonton will get more out of Penner over the next five years than they would have expected to get from Captain Canada?

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Monday, August 06, 2007

Banging home the rebounds

Despite the misgivings around NHL data that were discussed here yesterday, we'll press ahead with our analysis with the understanding that the quality of our data is sometimes compromised, so we have be careful about the judgments made from any conclusions. Since rebounds were the topic on the goaltending side, one thing we can look at is how often rebounds led to immediate follow-up shots. For the purpose of this study, the definition of a rebound shot is a shot which occurs within 5 seconds of another shot, with no other intervening events (i.e. a stoppage and faceoff).

Yes, 5 seconds is longer than you typically think it takes someone to whack a loose puck in the crease, but for these purposes, I'm leaving room for a shot, rebound out into the slot, and enough time for a single pass & shoot. The goalie's rebound (and the defense's failure to clear it) is just as costly in that situation as if a dribbler was left hanging free for a "Johnny on the spot" tap-in.

All in all, I showed 3,875 such shots taken last year, roughly 3.15 per game between two teams. These shots are critically important, as they are almost twice as likely to score as other shots, when equalized in terms of distance, shot type, and situation (PP, PK, EV).

Here's a quick list of rebound shots taken by team, sorted by the portion of their total shots that resulted from rebounds, that being a gauge of how important rebound shots are to their offense:


Click to enlarge

And conversely, here's a look at which teams gave up more or less rebound shots on the defensive end:


We're left, then, with some interesting points to ponder in the light of player movement this summer. Did the Edmonton Oilers (3rd worst in Rebounds For) see Dustin Penner as the solution to their woeful ability to get second-shots from in close? Among individual players, Penner was 13th in the league with 20 such chances. Tomas Vanek, who was also courted by Oilers GM Kevin Lowe with an offer sheet, was tied for 11th with 21 such shots. Perhaps there was indeed a method to Lowe's purported madness...

P.S.: Sorry for the picture files instead of HTML tables which one can easily copy & paste. Does anyone know a way to easily create a table out of Excel 2007 that I can pop in as HTML? When I try saving files as Single Web Page, the HTML is cluttered with all sorts of extra formatting...

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Sunday, August 05, 2007

Rebounds: The missing NHL stat

The addition of Real Time Super Stats (RTSS) by the NHL several years ago brought a new depth of information available for in-game analysis. During telecasts we see some of this information used (mostly the level of Hits by each team), but in terms of serious analysis, there's not very much we can do with Hits, Giveaways, and Takeaways because of two serious drawbacks.

First of all, as has been pointed out in numerous forums, the quality of the data being recorded (particularly when it comes to the location and type of Shots taken) is less than you'd expect from what is supposed to be the world's greatest hockey league. For many statistics, the level of activity found in a game has more to do with where the game is played (in front of which official scorers), rather than the players on the ice. Secondly, however, there seems to me a fundamental gap in the design of these stats that would still hamper their utility even if accuracy wasn't an issue. Let's take a look at a random game that I pulled the Play-by-Play file for, a contest from November 25, 2005, wherein the Colorado Avalanche punished the Columbus Blue Jackets 5-0:

 #   Per  Time  Event           Team Type  Description
----- --- ----- --------------- ---- ---- --------------------------------------------------------
1 1 00:00 FACE-OFF N/A - CBJ won - neutral zone. COL 14 LAPERRIERE vs CBJ 17 BRULE
2 1 00:33 SHOT COL EV 15 BRUNETTE, Wrist, 21 ft
3 1 00:49 SHOT COL EV 14 LAPERRIERE, Slap, 39 ft
4 1 01:02 SHOT CBJ EV 91 FEDOROV, Slap, 35 ft
5 1 01:03 STOPPAGE N/A - Goalie Stopped
6 1 01:03 FACE-OFF N/A - COL won - defensive zone. COL 19 SAKIC vs CBJ 91 FEDOROV
7 1 01:12 SHOT CBJ EV 13 ZHERDEV, Slap, 24 ft
Let's start right off the top - we see that Columbus wins the opening faceoff, but then how does Colorado get a shot 33 seconds later? Was there a Giveaway by Columbus, or did an Avalanche player land a Hit or Takeaway? Are we to presume that after Brunette's shot the Avalanche picked up the puck again and held it for Laperriere's slapper at 00:49? It looks like the Blue Jackets grab the rebound off that shot and Fedorov takes a shot that the goalie holds for a faceoff. But after Sakic wins the next draw in his defensive zone, the Blue Jackets take a shot only 9 seconds later. How'd they get the puck to do that?

The ideal scenario would have details recorded for each event that occurs when a player controls the puck. For example, they might pass it (successfully or unsuccessfully), fire a shot on goal, bobble it off their stick (a Giveaway), or dump it into the zone. Given the speed of the action and the effort already shown in gathering accurate data, I wouldn't expect such a dream state to develop any time soon. It would be nice to approach something like Dean Oliver's Possession Scoring System for basketball. Since he's ascended into actually working for an NBA team, I doubt he's available to extend that model to hockey at the present time.

An acceptable stepping-stone towards that destination would be to at least commit to a team-level recording of puck possession results, and the current statistics come close to theoretically meeting that goal. For instance, we know the results of Faceoffs which start any given play, and the zone in which that faceoff occurred. We also know if the puck changes team possession due to Giveaways and Takeaways, or whether a Stoppage results (for instance, due to the puck going over the glass). I haven't found a true definition of a Hit, however; does it refer solely to a hard check dished out on the ice, or is a change of possession required as well?

When a shot is taken, however, our knowledge of which team next possesses the puck enters a fog. We know if there was a Blocked Shot, but who picks up the puck afterward? If the goalie makes the save, we know if a Stoppage occurs because he froze it, but if the puck squirts loose, what happens next?

I would propose that in order to close that loop, as well as provide a useful measure for defensive performance, the Rebound should be added as an additional statistic. It could be credited to the first player to take possession of the puck (making any sort of play with it, including simply firing it out of the zone) after a Shot, Missed Shot, or Blocked Shot. Every hockey player, coach and fan knows of the importance of battling for loose pucks, and those battles should be recorded in the official stats.

What we need to know is when and how the puck changes possession from one team to another, in order to reach a more thorough understanding of exactly how the game flows and scoring opportunities are created. For the defensive aspect of the game (which is largely devoid of useful measurements) the Rebound could provide a means of assigning some individual credit to team figures such as reduced shots against. The current state of affairs leaves us with incomplete and inaccurate information, and when I tried deriving a Puck Possession +/- last year, the results were disappointing.

It looks to me like basketball is light-years ahead of hockey in terms of the sophistication of its statistical analysis, and that the main obstacle standing in our way is the availability of high-quality data. Whatever the NHL is paying to have the Play-by-Play files done is 100% too much right now. If I had my five minutes with Gary Bettman, I'd just have to ask him, "why are you even bothering to publish this info"? It simply appears amateurish and hackneyed, as if the league felt compelled to put something out there, regardless of whether it was backed by any sense of reality.

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Friday, August 03, 2007

Operation Slapshot Tees Up for Tocchet

Now that New Jersey state trooper James Harney has received a five-year sentence for his role in the Operation Slapshot gambling ring, what's the over/under on Rick Tocchet's upcoming sentence? Sorry, couldn't resist that one.

But perhaps more importantly, did the police consider giving these guys a cut of the action for their rather obvious choice of a codeword to describe this investigation?

Plenty of reasons to love hockey

This morning I wanted to point you over to one of my favorite blog finds of the summer, Interchangeable Parts, which has run a series of articles on why they love hockey. It's a great bunch of pieces that highlight just how great the long grind of the regular season truly is, and it's worth taking a few minutes to go through.

One of the great issues I have with the MSM sports culture is the overriding attitude that the regular season doesn't matter, and only playoff championships hold any meaning. We hear that opinion nearly every day either on sports radio, in opinion columns, or even from the athletes themselves. When they say it, it's almost like a pass-phrase that they know they have to repeat in order to demonstrate their commitment to winning it all for the fans.

Anyways, head on over to IP and reflect for a moment on observations that touch on different aspects of the game we all share, such as:

5-on-3 Penalty Kills

Giveaways that make you go “Huh?”

November hockey

Thursday, August 02, 2007

Enough with Kansas City, already...

One of the angles repeated throughout the online hockey community in the wake of the Letter of Intent signed yesterday in Nashville is that with Boots Del Biaggio on board, it's only a matter of time before the local boys sell out to him and the franchise relocates to Kansas City, since Del Biaggio has a deal in place with Anschutz Entertainment Group to bring an NHL team there.

Check out this line from this morning's Tennessean. It almost looks like a throwaway detail at the end of the article, but if true, should quash most of that talk:

Assuming the bid of the local group is approved by the NHL, Del Biaggio will divest his interests in San Jose.

He also will cut his ties with AEG, but Del Biaggio said he'll continue to push for a hockey team in Kansas City.

Will that finally get the hockey media off the "Preds are moving" track?

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Wednesday, August 01, 2007

Local Boys + Boots = New Preds Ownership

This afternoon there was a press conference at the Sommet Center for the announcement of a Letter of Intent (including a $10 million deposit) which has now been signed between current Predators owner Craig Leipold and the (mostly) local ownership headed up by entrepreneur David Freeman, to sell the team for $193 million.  The big news today is the revealing of the "out of town" money which bolstered the financial package being put together.

As it turns out, the mystery outsider is none other than "Boots" Del Biaggio, who had put his own bid in for the Predators previously, but instead becomes a partner with a small group of Nashville investors.  Major kudos to the folks at the Nashville Post, who anticipated just this scenario working out over three weeks agoSo here's a quick recap of the presser:
 
Craig Leipold kicked things off by emphasizing that throughout this process that kicked off in May, Nashville had the chance to keep the Predators by meeting attendance guidelines, but that Balsillie's efforts to push forward with relocation efforts in Hamilton were surprising, calling Richard Rodier a "rogue lawyer" at one point and alleging that Balsillie improperly used the Predators logo in those efforts (is that true, folks?).  It was after those developments that Leipold pursued the angle with David Freeman, who rapidly assembled a local group.  He spoke highly of Del Biaggio, both in his NHL experience and financial wherewithal, which he anticipates adds greatly to the strength of this new ownership team.
 
He also thanked his front office staff who kept working hard under difficult circumstances, and the "Our Team Nashville" organization for its efforts in boosting season ticket sales.  He also mentioned that the goal here is to close the deal by the end of September, right before the start of the regular season.

David Freeman then took to the mike, and took questions.  Some of the highlights:
 
1)  There are eight partners in the new ownership group, seven of which are local.  Outside of Freeman and Del Biaggio, Herb Fritch has been the most visible member of the team.  It will be some time before the rest of the group becomes known.
 
2)  He spoke at length thanking the media for their patience in understanding that all they could say for a few weeks was "No Comment" to various inquiries.  Note:  TIP TO JIM BALSILLIE - hire a spokesman who knows when to keep quiet.
 
3)  Freeman mentioned that he started this work immediately upon hearing May 25 announcement regarding the sale of the team, rather than after the relocation efforts got under way.
 
4)  When asked about what assurances there were that Del Biaggio's presence wouldn't mean a swift relocation to Kansas City, Freeman emphasized that it lies with Nashville to make hockey work, but that a strong group of local business leaders have come forward and put large sums of money into the effort of making it work here.  He said flat out, "Del Biaggio is not a threat to Nashville."
 
5)  Freeman's words:  "We have no intention of breaking the lease.  We want to be here for life."   The 14,000 benchmark is critical due to the revenue sharing implications, so the recent push around season tickets needs to continue.
 
6)  Freeman couldn't speak to the question of renegotiating aspects of the arena lease with the city.  Given a mayoral election that is just around the corner, I don't expect much to happen there quickly.
 
----------------
I got pulled away about 30 minutes into the press conference, so don't know if I missed any more fireworks, but the blasts Leipold sent Balsillie and Rodier's way were pretty spirited.  In particular, I found the charge about the misuse of the Predators logo interesting - can anyone up north verify whether the Preds logo was used in the season-ticket deposit drive that Balsillie launched?