More Shaq Discussion: does Shaq's +/- Data miss any of his value?
OhayoKD wrote:Proxy wrote:DraymondGold wrote:1a) For point 1, I absolutely agree that there's less data for Kareem. We're missing AuPM (regular season and postseason), full season RAPM/PIPM in Kareem's prime, and ESPN's RPM. We do still have Squared2020's Historical RAPM for 1985 Kareem. It's for a half season sample, and Kareem just pops off the page, which is particularly impressive given how many years after his peak he was. Still, it's a smaller sample size and different context than 1977 Kareem. Thinking Basketball also has 3 year Goldstein Playoff PIPM in his final video of the greatest peaks series (the top 10 summary). Not sure how he got his hands on it, but in it, 1977–1979 Playoff Kareem > 2000 –2002 ?
This PIPM is just using on/off estimates calculated using box score information. Goldstein used to use these estimates but i'm not sure if he does anymore. It's basically just a bloated BPM, which yeah it could be useful especially in smaller sample sizes, and is definitely not insignificant at all(maybe even better than BPM 2.0 or Backpicks BPM still). But, +/- data is still EXTREMELY important, and in the playoffs it is still very important even if it becomes less reliable due to sample size issues. For someone like myself that believes Shaq has more hidden value that is not captured by traditional box score measurements like i've argued before, this is just not nearly enough for me to think it's a fair comparison and alot of those metrics are telling me relatively similar things over and over again. I think your conclusion is still very reasonable though.
This is the link to his old on/off estimates spreadsheet:
https://docs.google.com/spreadsheets/d/1Rshz7YDmMjMQcLCCEhz5Disuy3WYKFoVKmL4buh1k0w/edit?usp=drivesdk He deleted the original tweet linking the estimates, but these results were not very reliable(a r^2 of 0.49 is just not good at all) - I think he updated the PIPM formula since then but I have no idea what he changed it to
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+/- wouldn't capture shaq fouling out frontlines since his teammates would benefit when he's off the court from things.
Proxy, thanks for explaining the source for the old Goldstein +/- data! Agreed, +/- data is extremely important, particularly for players like Shaq who gain offensive value from their gravity and ability to distort the defense.
OhayoKD, Great point! I always enjoy discussions about stuff that +/- data misses. It's certainly possible Shaq gets opponents in foul trouble more than his Greatest Peak competitors, which would help his teammates when Shaq's off the court, thus making his +/- data slightly underestimate his value (by misattributing value to his teammates who performed better because they got to play against easier opponents since Shaq's defender fouled out, when the real value came from Shaq for fouling out his defender).
But... are we sure this would be a massive amount of value? I'm not sure it would be much at all. I can't find data for how much Shaq fouled out opponents, but we do have data for how much opposing teams fouled Shaq's team (
https://www.teamrankings.com/nba/stat/opponent-personal-fouls-per-game?date=2022-06-17).
Shaq's 2004 Lakers are first in fouls per game by 0.1 (+3 fouls over league average); they drop by 2.25 fouls/game when Shaq leaves in 2005.
Shaq's 2005 Miami are third in fouls per game (+1.25 fouls over league average); they improved by 1.55 fouls/game when Shaq joined in 2005.
So: Shaq's teams are toward the top of the league in fouls/game, but they are certainly not outliers. Comparing the Lakers/Miami when Shaq was on the team vs when he moved, Shaq brings about +1.9 fouls/game to his team, which is a ton of fouls for a single player to bring, but not so much that Shaq's teams become massive outliers in their total fouls drawn.
And remember: for the on/off data to be wrong, it would have to be misattributing Shaq's off value... which only apply in the minutes when Shaq's defender would have played but couldn't because they fouled out (likely small number of minutes) AND when Shaq was also not on the court (otherwise the value would get properly attributed to Shaq). Could this make a small difference between +/- data and true value? Absolutely! But is there evidence that Shaq's true value is that much more than his +/- data suggests? Not at all, at least as far as I can tell.
Since we're on the topic of value that plus/minus data misses, Duncan and Curry are also candidates to gain some value. For example, players who are good leaders and help set a positive culture / locker room would also have value that doesn't show up in plus minus data, since the good culture would still help their teammates while the superstar was on the bench. In theory, this would (slightly) boost Duncan and Curry's true value, just to name some famous locker room leaders in the same tier as peak Shaq. Plus/minus data would also miss value that superstars would have racked up against worse teams in blowouts, if they weren't sitting on the bench for some/all of the 4th quarter. Curry is the most famous example of this, though there may be others.
Steph Curry Discussion:Proxy wrote:DraymondGold wrote:Proxy wrote:
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Dutchball97 wrote:
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I think you both voted for Shaq first in this ballot. He definitely had a great peak! I also appreciate the reasons you gave, and I’ll try to give a more in depth response if I have time.
Do either of you have any counters for the statistical case I made on page 2? Looking across a variety of all-in-one metrics (which use actual plus minus data, plus minus data that adjusts for teammates, and box score estimatjons of plus minus data), Shaq looks like he’s below Curry, playoff Kareem, and arguably Duncan. If you’re less swayed by the data, 70sFan also did a film analysis in Peak Thread #2 I found convincing.
On another note, there’s already been some discussion of Hakeem, but I haven’t seen as much back and forth discussion about Wilt vs Kareem or Shaq. I think 67 Wilt clearly is the better defender, rebounder, and passer of the three. I imagine it’s the scoring gap in 67 which pulls Wilt down for people? Are there any other reasons (e.g are people less high on Wilt’s playoff performance)?
Really the way I saw the data was that rankings aside, the actual values seem so close to eachother between some of those players that you honestly could mostly still just go either way. I'm not too big on single season hybrid metrics like I said for KG as a be-all-end-all, especially in the playoffs due to the smaller sample size. But, while there was a chance Steph was still just better in his run compared to 2000 Shaq I would say he was probably in a more optimal situation, and think Shaq's game just had a longer sample size proving it's resilience both at an individual and team level at his peak without significant changes in his skillset, whether it was from Steph's durability or other factors - teams really did try so hard to wear him down and I do see slightly more dueability issues, so I just defaulted to him when making my list. I appreciate it though and think you brought up some interesting points.
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Good points! It sounds like ike there were a few factors for why you have Shaq > Curry:
1) You're less a fan of hybrid metrics or plus minus data for a single postseason. This adds more uncertainty to the fact that 2017 Curry beats 2000 Shaq in 5/5 of the playoff-specific plus/minus stats I listed.
2) Curry's team fit was better.
3) Curry's less resilient than Shaq.
As always, let me know if I misunderstood or missed anything!
For 1), I mentioned some of my counters to this in my Kareem Discussion above, so I won't rehash it too much here -- the main points were that box plus/minus stats are stabler in small sample sizes like the playoffs, and the PIPM stat I listed was for 3 playoffs which should help with the sample size issue. Personally, I find the fact that Curry beats Shaq in all 5/5 playoff stats pretty compelling, though they're definitely close!
2) I tend to agree here. The Warriors were definitely great scenario for Curry, with great coaching, great defenders, and great offensive players alongside Curry. Still, Shaq also had some great coaching, a great running mate in young Kobe, and great supporting cast (especially in the 2001 playoffs, Shaq's supporting cast had a clear 3 point shooting advantage vs league average).
Personally, I find Curry's scalability/portability enough to make up for this. Historically, it's easier for players to have their best plus minus value with worse supporting casts (or at least with no co-stars competing for value). The better the supporting cast and the better the co-stars, the more the team improves but the harder it is for a single individual to dominate the team's value (since they're competing for value against better teammates). And yet... Curry
dominates the Warriors in terms of value.
From 2017–2019 (larger sample to give more stable values), here's the net rating with each of the stars on or off:
-All 4 stars on: +17. (that's 20% better than the 1996 Chicago Bulls across 3 seasons!)
-Only Klay off: +15.64.
-Only KD off: +13.54 (still better than the 96 Chicago Bulls even with KD off)
-Only Draymond off: +12.77
-Only Steph on, all 3 other stars off: +10.81
-Only Steph off: +1.94
When all four stars are on the court, the 17-19 Warriors are significantly better than the 1996 Bulls. With all 3 other all stars off, and just Steph on, the 17-19 Warriors have a better net rating than the 16 Warriors, 13 Heat, 2000 Lakers, 91 Bulls, 87 Lakers, or 86 Celtics. With all 3 all stars on, and just Steph off, the 17-19 Warriors are worse than this season's 2022 Cavs. If we include both the regular season and the playoffs, the difference decreases, but Curry still dominates (only KD off: +11.08. only Steph off: +3.66). Lots of people have said that Curry's had a better fit than other peaks, and that his team was stacked. This is true. But, as far as I can tell, they only dominated when Curry was on the court, and they completely fell apart (by their standards) without him. Source:
https://www.pbpstats.com/wowy-combos/nba?TeamId=1610612744&Season=2018-19,2017-18,2016-17&SeasonType=Regular%2BSeason&PlayerIds=201142,201939,202691,203110 3) I agree here too, Curry is less resilient than Shaq. But I wonder how much of that decline comes from Curry's worse postseason health during his prime? Per Thinking Basketball's video, Curry on average declined by BPM from the regular season to the postseason (from 2013-2018). But if we only take healthy playoffs (2013-2018 except 16 and 18): Curry improves by +0.2 BPM. By AuPM, Curry improves by +0.57% from the regular season to the playoffs, even when including injured postseasons (from 2013-2021). With another healthy postseason in 2022, Curry improves by even more in both metrics.
Now it's true that Shaq improves by more according to AuPM: +0.67% (from 1994-2006, 2008, 2010). But personally, I don't find +0.57% vs +0.67% a big enough difference to sway me in favor of Shaq.
Like you hint at, the biggest cause of Curry's playoff decline is health concerns. And you're definitely right that prime Steph had greater health issues than prime Shaq. If you take different approach on health that I do (e.g. docking players in every season a little bit because they're injury risks), I could see that swaying you against 2017 Curry. And that would be a valid approach! From my point of view though, Curry was healthy in 2017, and he outperformed 2000 and 2001 Shaq in all 5/5 of my playoff-only plus minus metrics. So... he was the more valuable playoff performer then (at least to me

).
Doctor MJ wrote:letskissbro wrote:Could someone lay out the argument for 2017 as Curry's peak vs 2016? I just don't see him being better that year unless it's got to do with health.
I'm aware that he peaked in many APM stats in 2017 but personally I try not to rely on +/- stats so much because they're so heavily influenced by team context. Over large, multi-year sample sizes that encompass different team situations they can absolutely give you an idea of a player's intangible impact, but over a single season there's still so much room for variance.
I like to evaluate players from a skillset POV and watching Steph that year he didn't feel like a better player than he was in 2016 at all. He was maybe slightly better as a defender but as a point guard that isn't really gonna make a huge dent and his shot making was a far cry from what it was in 2016. In real time I actually thought it was a pretty weak RS from him until Golden State's 15 game run without KD at the end of the year.
As for his postseason I view it as an outlier for him in the same way I don't think 09 LeBron had a switch where he could become a 45% from midrange, 37 PER player at will. For that same reason I'm also probably more forgiving of Steph's 2016 postseason than most. Even as unbelievable as he is, as a shooter, Steph is more prone to variance than other all time greats, which is why it's hard to take any 10-15 game sample as his "true" level of play, if that makes sense. His 2018, 2019, and 2022 runs are probably closer to what you can expect from him on average come playoff time.
Then you can get into how favorable his circumstances were. The talent gap between Golden State and everyone else was just comical, and the three teams he faced in the west all had their best defenders (Nurkic, Gobert, Kawhi) either missing or hobbled. In the finals the Cavaliers were the 27th ranked defense and JR and Kyrie, two notoriously boneheaded defenders, made miscommunication after miscommunication which torpedoed the Cavs. Not to say that it was completely unrelated to Steph's gravity, but I recently rewatched some games from that series they were making the same dumb mistakes over and over again defending Iguodala and KD in transition with Steph not even on the court. They defended him well the year before so more than anything it felt like they were overwhelmed by Golden State's firepower as a whole.
Was there a change to his approach on offense that I might've missed? Was his movement off the ball especially crisp that year or something? Even so, I don't think player's intangibles typically vary season to season as much as people pretend they do to justify what the +/- stats are telling them. People love to say the box score doesn't matter but that simply isn't true when it comes to comparing players to themselves playing the same role just a season ago.
FTR I've got no problem with Curry's peak being ranked highly (I wouldn't go as high as top 5 though) it's just that I view 2015, 2017, and 2018 all similarly and a clear tier down from 2016.
So, big thing:
I don't think Curry fits that well in a season-based peak conversation because different years have different arguments for and against him.
'14-15 wins the MVP and the championship.
'15-16 is his best regular season, and his worst (or near worst) post-season.
'16-17 is the smoothest season - MVP of the greatest team in the history of basketball - and his best statistical playoffs, but the degree of difficulty can be said to be all-time low.
'21-22 proved his capacity for latent impact like never before and seemed the most resilient in the playoffs ever, but had regular season cold streaks causing him to have the lowest TS Add (shooting volume * relative league efficiency) of his entire prime.
Which year to pick? I honestly don't feel super strongly about it other than I really don't think '14-15 should be in the conversation.
Great points letskissbro and Doctor MJ! To answer your question in short, here are the changes I see from 2016 to 2017:
1. Postseason health: you mention this of course. If you take a more probabilistic approach to injury (e.g. partially docking every season based on perceived chance of injury, rather than fully docking injured seasons and not docking healthy seasons), I could definitely see you taking 2016 > 2017. I think it's hard to estimate injury probabilities though, and since this is a 1 year peak project, I just go with the simple route: 2017 was healthy, so he doesn't get docked! If we're just looking at skill improvements, I think 2017 was slightly better at pacing himself through the regular season (a la 2013 LeBron vs 2009, 1977 Kareem vs 1972/71), which helped him improve his chances of being fresh and healthy in the postseason.
2. Improved resilience: increased weight and strength allows for better defense and better ability to take contact on and off ball. Slightly improved decision making allows for slightly fewer boneheaded turnovers and more consistent (but less flashy) passes / shot selection (Athletic Alchemy mentioned he noticed this in his film study at some point ~2017). Slightly tighter handle (which would continue to improve and show noticeable results by 2022).
3. Improved scalability: I have Curry as the GOAT portable/scalable player, and he's certainly still all-time scalable in 2016. However, the actual act of adjusting to Durant forced Curry to improve even more without the ball and be even more efficient with his on ball usage.
I think I also have fewer concerns with the 2017 regular season: I see 2017 regular season Curry as just as
good as 2016 regular season Curry, though definitely less valuable. By good, his actual goodness as a player (irrespective of team context); value is more context-dependent.
So why did his performance and value decline? I think fitting next to Durant (and making the Scalability improvements I mentioned in #3 above) actually took some work in the first quarter/half of the season. This took him out of rhythm and slightly decreased his impact metrics. In interviews, Curry actually says just that! He says he was pulling back too much in order to make room for Durant in the early part of the season, but by the end, he had figured out how to go full force without taking away from Durant's offense.
Statistically, Curry's performance improved in the second half of the season with Durant, when Durant was out for those last few weeks, and when Durant was back from the playoffs. By my eye (and from what I can tell by the metrics), Curry was just as good as he was in 2016 regular season during that span, which gives me confidence that he was just as "good" of a player in the 2017 regular season (even if figuring out how to fit alongside Durant in the first half of his season lowered his regular season impact metric value).
Like Doctor MJ says, Curry continued to make improvements in other areas over the next few years. By 2022, he had noticeably better defense, decision making, passing, handle, and resilience. I still take 2017 (and healthy 2016) because of his athleticism (specifically his speed/quickness) and his overall impact metrics. Like other people have said though, if the 2022 regular season ended up just being a cold spell (not an actual decline in shooting due to age/motor/athleticism/increased effort elsewhere), then 2021/2022 might also have an argument at his peak. Let me know if you disagree or if you have any questions!