Statistical analysis, charts, graphs, and observations from a lifelong NBA fan.

Toronto won the NBA Draft Lottery this evening, much to the delight of our friends up north. On the flip side, Portland could not have fared worse, drawing the #4 position despite posting the worst record in the league.

It could be argued that the modern draft lottery process began in 1990—the first year that the lottery odds were weighted toward the teams with the worst regular season records. Selections prior to that year were more chaotic, since every team in the lottery had an equal chance of nabbing the top spot. In 1994, the odds swung even further toward the worst teams, presumably to help avoid scenarios like Orlando drawing back-to-back #1 picks in 1990 and 1991. For more details, see this comprehensive history from NBA.com's encyclopedia area.

Using the results of each of the 17 draft lotteries held since 1990, it's possible to determine which teams have been luckiest, and which teams got the short end of the stick over that period. For this study, I calculated each team's expected lottery result for each season as the sum of potential picks multiplied by the corresponding probabilities. Comparing the expected results to the average results provides a good picture of which teams have benefited most from the lottery process. This difference appears as the average boost and average decline for the following tables:

UPDATE: Corrected actual results and differences for 2005, when the Jazz and the Blazers swapped picks prior to the draft. Thanks to Gurd, Lance, and Eric for pointing this out.

Luckiest Lottery Teams (1990-2006)
Team Average Boost
Spurs 2.3
Hornets 2.1
Nets 1.2
Sonics 0.9
Magic 0.7
Rockets 0.7
76ers 0.6
Pistons 0.4
Bucks 0.3
Clippers 0.3
Unluckiest Lottery Teams (1990-2006)
Team Average Decline
Suns (0.9)
Nuggets (0.8)
Jazz (0.8)
Wizards (0.8)
Timberwolves (0.8)
Kings (0.6)
Heat (0.5)
Bobcats (0.5)
Celtics (0.4)
Knicks (0.4)
The Spurs have appeared in just one lottery since 1990, and they made the most of it, winning the top spot despite posting the league's 4th-worst record that season. They were also fortunate to win the lottery in one of the rare years that the top overall pick (Tim Duncan) exceeded expectations.

The Hornets have also fared well in their lottery appearances—getting lucky in 1991 (Larry Johnson), 1992 (Alonzo Mourning), and 1999 (Baron Davis).

Because the lottery is used only for the top 3 picks, with all other teams drafting according to their regular season records, most teams don't have too far to fall relative to their expected results. Still, there are plenty of teams from the unlucky list who are undoubtedly disappointed with their lottery trends over the past several years.

Use the select boxes below to bring up full actual vs. expected breakdowns for each season and team in the following table.

Team: Year:
The 2005-06 Playoffs are now 3 weeks old, and we have already seen some great individual battles: Gilbert Arenas vs. LeBron James and Steve Nash vs. Kobe Bryant in the first round, and now Dirk Nowitzki vs. Tim Duncan and Dwyane Wade vs. Vince Carter in the second round.

Here I show which stars are stepping up their games in the playoffs ... and which ones are taking a step back. Evaluations are based on John Hollinger's Player Efficiency Rating (PER), which is a great all-around individual metric that incorporates virtually every conventional statistic.

The chart below includes regular season vs. playoff PER comparisons for the top-ranked players from each playoff team, as well as the 10 players from playoff teams who received at least one MVP vote. Nash doesn't appear in the Western Conference chart because Shawn Marion actually posted a better regular season PER (and as some APBRmetricians might argue, may have been more valuable to the Suns). You can find Nash in the MVP list, however.

Eastern Conference | Western Conference | MVP Voting Results
Chart available at lowpost.net/blog.
Eastern Conference | Western Conference | MVP Voting Results

Stepping Up

  • In the West, Nowitzki and Duncan are duking it out for the top playoff PER rating. Unfortunately, their teams are also facing each other on the court, even though we're only in the 2nd round. Thankfully, the seeding mess might be cleared up by next year.
  • Carter and Michael Redd have had the best individual statistics in the Eastern Conference Playoffs so far, despite the fact that most of their games have been played against tough defensive teams (Indiana and Detroit). Redd didn't have much help, though—his next-highest-scoring teammate averaged almost 15 points per game less, and the Bucks were dispatched quickly by the Pistons.
  • Andres Nocioni played a strong series against the Heat, but what was more surprising to me was the fact that with a 16-point PER, he had the top regular season Bulls rating. PER is calibrated every year so that the league average is 15.0, which suggests that Chicago has no superstars, and Scott Skiles must be a good coach.

Stepping Back

  • Carmelo Anthony posted the biggest individual decline, dropping from a strong 22.1 rating in the regular season to a below-average 10.8 rating in the playoffs.
  • Mike Bibby also posted a below-average PER in the playoffs. The fact that the Kings were matched up against the Spurs didn't help, because San Antonio had the best Defensive Efficiency rating in the league this year.
  • Kobe's decline is somewhat surprising, considering his reputation as a clutch performer and the Lakers' first-round matchup with the fast-paced Suns. For Kobe, scoring just 1 point in the 2nd half of a Game 7 loss is pretty much the opposite of stepping up. Fortunately, he has friends like Mark Madsen to remind him that he is easily 6'7".
When Kenyon Martin was suspended by the Nuggets in the middle of their first-round playoff series with the Clippers, much was made of the fact that the team had actually done better in the regular season when K-Mart was out of the lineup (19-7) than it had when he played (25-31). As it turns out, a different member of the 2001 All-Rookie team looked even worse from this perspective for the 2005-06 season ... read on to find out who.

In January, I looked at which players seemed to be having the most significant effect on their teams' performance—positively or negatively. It included players who had averaged 25+ minutes in 10+ games and also missed 5+ games. For this latest 2005-06 recap, I ran the same analysis for the entire season. Of course, without considering other factors like opponent strength and other players' participation, it's impossible to make any true statistical inferences.

Expendable Players (2005-06)

Player Team Played Missed Difference
Mike Miller Grizzlies 41-32 8-1 (0.327)
Peja Stojakovic Kings 11-20 33-18 (0.292)
Kenyon Martin Nuggets 25-31 19-7 (0.284)
P.J. Brown Hornets 33-42 5-2 (0.274)
Chris Webber 76ers 33-42 5-2 (0.274)
Brevin Knight Bobcats 19-50 7-6 (0.263)
Jumaine Jones Bobcats 23-53 3-3 (0.197)
Marquis Daniels Mavericks 43-19 17-3 (0.156)
Ronald Murray Sonics 17-31 17-17 (0.146)
Mark Blount Timberwolves 14-28 19-21 (0.142)


Miller seems to be most valuable
to the Grizzlies when he's off the court.
Season Team Played Missed
2001-02 Magic 33-30 11-8
2002-03 Magic 22-27 20-13
2003-04 Grizzlies 39-26 11-6
2004-05 Grizzlies 40-36 5-1
2005-06 Grizzlies 41-32 8-1
2000-01 Rookie of the Year Mike Miller tops the expendable list with the biggest difference between the Grizzlies' record with and without him in the lineup. As it turns out, Miller has been extremely consistent in this respect. In each of the past 5 years, his team has had a better winning percentage when he didn't play than when did (see table to the right).

Other Notes:

  • The 2000-01 rookie class, considered to be one of the weakest in recent history, is well-represented on this list with Miller, Martin, and Mark Blount.
  • Peja Stojakovic ranked 2nd primarily because of the Ron Artest-led surge that the Kings enjoyed in the 2nd half of the season. Stojakovic's presence didn't translate to much for the Pacers—they posted .500 records with and without Peja in the lineup.
  • Blount and Flip Murray also switched teams at midseason. Blount's relatively poor record with the Timberwovles can be partially explained by the departure of Wally Sczerbiak, who played well during the 1st half of the year. Murray doesn't have that excuse (he was traded for Mike Wilks and cash), which explains why some Seattle fans would create sites like TradeFlipMurray.com.

Indispensable Players (2005-06)
Player Team Played Missed Difference
Tracy McGrady Rockets 27-20 7-28 0.374
Andrei Kirilenko Jazz 38-31 3-10 0.320
Chris Bosh Raptors 26-44 1-11 0.288
Zach Randolph Blazers 21-53 0-8 0.284
Shaquille O'Neal Heat 42-17 10-13 0.277
Jameer Nelson Magic 31-31 5-15 0.250
Caron Butler Wizards 40-35 2-5 0.248
Ron Artest Kings 26-14 18-24 0.221
Yao Ming Rockets 27-30 7-18 0.194
Allen Iverson 76ers 35-37 3-7 0.186


Unfortunately for Rockets fans,
this was a rare sight in 2005-06.
Scenario Record
McGrady & Yao Played 21-10
McGrady & Yao Missed 1-8
McGrady Played; Yao Missed 6-10
Yao Played; McGrady Missed 6-20
With 2 Houston stars missing a considerable number of games, the Rockets deserve special analysis (see table to the right). The team played on track for a 56-win season when both players were able to go, but they could only manage 1 win in 9 games when T-Mac and Yao had to sit.

Other Notes:

  • None of the top 5 finishers in the MVP voting missed enough games to warrant inclusion in this analysis, although most of them seemed to demonstrate their value. In the games that Steve Nash, Dirk Nowitzki, Kobe Bryant, and Chauncey Billups missed, their teams were a combined 0-7. On the other hand, the Cavaliers were a surprising 3-0 with LeBron James out of the lineup.
  • Artest clearly made a big difference for the Kings—enough to get some Sacramento fans thinking about 65 wins next year.
  • Zach Randolph missed 8 games for the Blazers as well as team picture day. Unfortunately for the team, it looks like their season would have been even worse without him.
  • Washington 3rd banana Caron Butler may have had the most dramatic return from injury in the league this season. The Wizards lost all 5 games that he missed in April (including 2 to lottery teams). Upon his return, they finally clinched a playoff spot and finished the season with 3 straight wins against playoff teams.

Welcome to NBA Carnival #27! Several themes were considered for this edition, but in the end, I couldn't ignore a few recent signs*:

* This one was not a factor.)

So, here it is—some of the best NBA blog content I ran across over the past few weeks.

Atom
Doesn't let diminutive size (sub-atomic) prevent him from fighting crime.
Dave from The City
Isn't letting diminutive size (5'6", 135 lbs) prevent him from declaring for 2006 NBA draft.
Joker
Humor-obsessed criminal who likes to blow things up. (And shoot things.)
The Cavalier from YAYsports! NBA
Humor-obsessed blogger with a daily EXPLOSIONS feature. (Plus, Who Shot Mamba?)
Aquaman
Wears green pants; leads legions of sea creatures.
Jeff from Celtics Blog
Favorite team wears green; leads legions of Celtics fans. Need proof of his popularity? See how many comments are posted to articles like last week's pitch for another point guard or the results of certain All-Star 1-on-1 polls.
Darkseid
Far-reaching empire includes his own planet and army; tried to marry Wonder Woman.
Ryan from HoopsAddict.com
Multimedia empire includes Hoops Addict Magazine and Killer Crossover Podcast; recently tried to get a Raptor dancer's phone number.
Marvin
Wears a cape but possesses no discernible super powers.
Ryan from Bowen Blog
Writes a blog but possesses no discernible personality.
Brainiac
Uses extraordinary intelligence to devise elaborate schemes to defeat the Super Friends.
THE WIZZNUTZZ
Uses extraordinary intelligence of top mathematicians to prove that 0 is greater than 23.
Plastic Man
Able to withstand corrosives, punctures and concussions without sustaining injury.
Tom from Sactown Royalty
Able to withstand ups and downs of '05-06 Sacramento season without going batty. Case in point: see Tom's attitude toward Ron Artest over the past few months:
Giganta
Colossal, yet largely ineffective.
Basketbawful
Mascot Greg Ostertag is colossal, yet ineffective. The team recently took a break from their Ostertag farewell tour to explain why the Suns got screwed in Game 4.
El Dorado
Uses mind-reading for heroic effect.
Todd from Believing in Magic
Uses mind-reading for comedic effect.
Firestorm
Named for ability to project bolts of nuclear energy.
Chase from Impending Firestorm
Is the Joe Johnson point guard experiment over? Chase makes his case for bringing Sam Cassell into the fold.
Bizarro
Lives in the backwards bizarro world. Up is Down. Down is Up. He says "Hello" when he leaves, "Goodbye" when he arrives.
Golden State of Mind
Things certainly seem to be backwards in Oakland:
  • Despite the fact that the Warriors are lottery-bound, GSoM is now putting out some of the top playoff coverage around with their Daily Play Hype series (this edition makes another case for Cassell).
  • Despite finishing with the 8th-worst record, the Warriors have one of the league's highest future salary commitments.
  • The Warriors have now managed to miss the playoffs 12 straight years—no small feat when you consider how many great draft picks this has meant.
The Flash
Covers the earth at light speed.
Matt and Ian from Detroit Bad Boys
Seem to cover the online and offline world at light speed, finding gems like this sign 30 miles outside of Detroit. If it weren't for DBB, would we know about the inflatable Ben Wallace or the real identity of Black Mamba?
Black Mamba
Comic villain, known for her darkforce energy.

(Note: Black Mamba never actually appeared on the Super Friends, but I couldn't leave her out.)
Kurt from Forum Blue & Gold
Demonstrated a ton of energy in covering Black Mamba and the rest of the Lakers this season—not even missing a beat for the birth of his second child!
Batman
Works in Gotham City; utility belt gives him tremendous versatility.
Joey from Straight Bangin'
Writes in Gotham; has the range to tell you why Kobe is more valuable than LeBron or why Fishscale is better than Late Registration (agreed on both counts).
Superman
Most prolific and powerful Super Friend.
Henry from TrueHoop
Most prolific NBA blogger can do it all: investigative reporting, media commentary, and basketball analysis. On Tuesday, he live-blogged 4 games in 1 night. That's just showing off.
Lex Luthor
Determined to rule the world.
J.E. Skeets and Tas Melas from The Basketball Jones
Carnival Host #26 is apparently determined to rule the basketball world with hilarious posts, an entertaining weekly podcast and recent appearances on AOL Sports Bloggers Live and MSN.
Also
Free Darko
There must be a good Super Friends comparison to be made here, but it's beyond me. Don't miss The Jacket, along with the typically lively comments.
End of the Bench
Campaigns for NBA blogger access to the press box buffet.
Page 4 Hoop
Low on quantity, high on quality. Example: Blogger Post-Season Awards
Give Me The Rock
Agrees that the playoffs are going much better now that they were a week earlier.
Milwaukee Bucks Diary
Reminds us time and again of the truth about Tractor Traylor, Dirk Nowitzki and the 1998 draft.
5-Point Bucks
Reacts to Kelly Dwyer's recent NBA broadcaster rankings at sportsillustrated.com.
Show Time
Covering the Lakers as they take care of business at home.
SportsBiz
Examines the effect of Euroleaguers in the NBA.
Bench Points
Offering takes on the playoffs and player movement rumors.

There you have it—the 27th Carnival of the NBA, Super Friends Edition. Thanks to all of you who submitted suggestions, and thanks to Matt from Blog a Bull for coordinating.

Still looking for more great NBA blog content? Check out lowpost.net.