What Matters Most to Mizzou?
A while ago on Anchor of Gold (SBN's Vandy blog), I saw a post I really enjoyed, called "Who Drives the 'Dores?" The idea was simple: take a look at the stats from wins and losses and see where the biggest differences are. The AOG post focused mostly on things like points per game, but what would the data look like if I took the typical stats we look at here before and after games, and break them out for wins and losses?
The below data takes a look at only games against "real" opponents, removing all of the UT-Pan American's from the slate (because what would that data really tell us?). In all, Mizzou has played 15 "real" opponents in 2009-10, per my own definition: vs Old Dominion, vs Richmond, at Vandy, Oregon, at Oral Roberts, vs Illinois, Georgia, and all conference games. They have gone 9-6 in those games. Below is the data from the nine wins, compared to the six losses. Obviously this is a small enough sample size that one particularly great or terrible game can still skew things a bit, but I think this data still has a pretty good story to tell.
Team Stats
| Mizzou Wins |
Mizzou Losses |
|||
| Mizzou |
Opp. | Mizzou |
Opp. | |
| Points Per Minute |
2.08 | 1.68 | 1.64 | 1.81 |
| Points Per Possession (PPP) |
1.18 | 0.96 | 0.95 | 1.05 |
| Points Per Shot (PPS) |
1.39 | 1.20 | 1.06 | 1.36 |
| 2-PT FG% | 48.2% | 43.8% | 39.0% | 50.9% |
| 3-PT FG% | 41.0% | 31.6% | 32.5% | 36.1% |
| FT% | 74.2% | 71.4% | 74.3% | 72.2% |
| True Shooting % | 58.2% | 50.6% | 46.8% | 56.9% |
| Mizzou | Opp. | Mizzou | Opp. | |
| Assists/Gm | 17.3 | 9.9 | 10.5 | 12.8 |
| Steals/Gm | 10.0 | 7.2 | 10.7 | 5.7 |
| Turnovers/Gm | 13.9 | 19.4 | 10.7 | 20.0 |
| Ball Control Index (BCI) (Assists + Steals) / TO |
1.97 | 0.88 | 1.98 | 0.93 |
| Mizzou | Opp. | Mizzou | Opp. | |
| Exp. Off. Rebounds/Gm | 12.8 | 13.2 | 14.7 | 11.2 |
| Off. Rebounds/Gm | 13.8 | 14.7 | 11.5 | 14.0 |
| Difference | +1.0 | +1.5 | -3.2 | +3.2 |
Mizzou's wins have actually been played at a pace similar to their losses -- 71.5 possessions per game in wins, 69.1 in losses. That's not as big a disparity as we may have guessed.
In all, a lot of this data is easy to explain -- in wins, Mizzou plays better offense, better defense, and rebounds better. Duh. But let's take a look at the biggest disparities and the biggest surprises:
- Points Per Shot: Mizzou gathers almost 25% less payback per shot in losses than in wins. That is a huge difference. In losses, their 1.06 PPS suggests one clear thing: they're taking too many long shots, and they're not getting to the line. Sometimes they're even missing the shorter shots too. We knew heading into this year that pure shooting and offensive talent might be an issue, particularly around the basket, and that has very clearly been the case thus far, at least in the lapses that lead to losses.
- FG%: While Mizzou's defense is a bit worse in terms of FG% defense, it is again the offense with the bigger disparity. Mizzou falls from a good 3-point shooting team to an iffy-at-best one, and they fall from a decent 2-point shooting team to one of the worst in the country. The 2-point shooting fails in a lot of different ways -- sometimes, as with the Kansas game, they shoot far too many low-percentage 17-footers; sometimes they miss 10-foot runner after 10-foot runner; and sometimes they just can't connect near the basket -- but Mizzou is a really bad shooting team in losses.
- Free Throws: While Mizzou allows roughly the same number of free throws in wins and losses, they shoot a much higher number of FTs in wins. Part of that can be explained by them being ahead and getting fouled (think of the end of the Illinois and Texas Tech games, for example), but they shoot eight more FTs per game in wins, and at least some of that is likely due to a bit more physical play and aggressiveness ... though not as much as we might have thought.
- Assists: Perhaps no stat wraps the story together better than the assists total. In wins, Mizzou is scoring more easy buckets and averaging 17.3 dimes/game. In losses, 10.5. Perhaps this shows you how the FG%'s are lower as well -- not only is Mizzou missing more shots, but they're apparently not setting up as many easy shots via the pass. We want Mizzou to "penetrate more" and "get to the basket," but the bigger problem has perhaps been with ball movement than penetration (and yes, sometimes penetration sets up ball movement).
(Strangely, though, the rise in both assists and turnovers in wins results in an almost identical BCI total in wins and losses, which was unexpected.)
Now, some of this problem is, for this season, firmly in "It is what it is" territory. Safford is a guard in a big's body, and I don't see him ever being a great rebounder; meanwhile, Ramsey is a hard worker but can still be muscled around by the Cole Aldrich and Bryan Davis types. This isn't going to change next year, and hopefully next season, when Steve Moore improves a smidge more, and John Underwood is (in theory) ready for some minutes, and Tony Mitchell maybe brings some more pure talent to the equation, things will improve. But to the extent that rebounding is about effort as much as anything else, Mizzou has had lapses in focus on the glass, and they seem to happen more when they are not shooting well and being as aggressive on the offensive end.
Now it's time to take on individual player stats.
Player Stats
| Player | AdjGS* | GmSc/Min | Line |
| Laurence Bowers (Wins) | 13.4 | 0.67 | 20.1 MPG, 11.7 PPG (58.5% FG), 5.3 RPG, 1.2 APG, 1.2 BPG, 1.1 SPG |
| Laurence Bowers (Losses) | 11.4 | 0.57 | 20.2 MPG, 8.0 PPG (47.7% FG), 6.3 RPG, 0.8 APG, 1.5 BPG, 0.8 SPG |
| -- Diff | +2.0 | +0.10 | +3.7 PPG, +10.8% FG |
| Marcus Denmon (Wins) | 12.3 | 0.58 | 21.2 MPG, 13.1 PPG (47.4% FG, 47.2% 3PT), 3.1 RPG, 1.6 APG, 0.8 SPG |
| Marcus Denmon (Losses) | 7.3 | 0.37 | 20.0 MPG, 7.5 PPG (46.9% FG, 47.6% 3PT), 1.5 RPG, 0.5 APG, 1.2 SPG |
| -- Diff | +5.0 | +0.21 | +5.6 PPG, +0.5% FG |
| Zaire Taylor (Wins) | 11.1 | 0.43 | 26.1 MPG, 8.7 PPG (43.1% FG, 44.0% 3PT), 3.2 APG, 2.9 RPG, 2.0 SPG, 0.9 TOPG |
| Zaire Taylor (Losses) | 9.1 | 0.29 | 31.8 MPG, 7.7 PPG (28.6% FG, 23.8% 3PT), 3.5 APG, 3.0 RPG, 1.8 SPG, 1.3 TOPG |
| -- Diff | +2.0 | +0.14 | +1.0 PPG, +14.5% FG, +12.2% 3PT |
| Kim English (Wins) | 10.9 | 0.43 | 25.1 MPG, 14.6 PPG (38.0% FG, 37.5% 3PT), 4.4 RPG, 1.1 APG, 1.1 SPG, 1.8 TOPG |
| Kim English (Losses) | 9.0 | 0.36 | 24.7 MPG, 12.3 PPG (32.9% FG, 25.9% 3PT), 3.0 RPG, 1.0 APG, 1.5 SPG, 1.8 TOPG |
| -- Diff | +1.9 | +0.07 | +2.3 PPG, +5.1% FG, +11.6% 3PT |
| Keith Ramsey (Wins) | 7.7 | 0.29 | 26.7 MPG, 6.3 PPG (64.5% FG), 5.6 RPG, 1.3 BPG, 1.2 SPG, 1.1 APG, 2.9 TOPG |
| Keith Ramsey (Losses) | 9.3 | 0.34 | 27.8 MPG, 4.3 PPG (47.6% FG), 5.2 RPG, 1.0 BPG, 2.0 SPG, 1.3 APG, 1.0 TOPG |
| -- Diff | -1.6 | -0.05 | +2.0 PPG, +16.9% FG |
| Mike Dixon (Wins) | 7.2 | 0.42 | 17.0 MPG, 8.4 PPG (43.4% FG, 42.9% 3PT), 1.6 APG |
| Mike Dixon (Losses) | 2.9 | 0.21 | 13.8 MPG, 4.8 PPG (31.4% FG, 30.0% 3PT), 1.0 APG |
| -- Diff | +4.3 | +0.21 | +3.6 PPG, +12.0% FG, +12.9% 3PT |
| J.T. Tiller (Wins) | 7.2 | 0.31 | 23.3 MPG, 8.2 PPG (35.4% FG, 13.3% 3PT), 4.3 APG, 2.2 RPG, 1.1 SPG, 2.2 TOPG |
| J.T. Tiller (Losses) | 7.3 | 0.28 | 26.0 MPG, 9.7 PPG (37.7% FG, 9.1% 3PT), 1.7 APG, 3.3 RPG, 1.7 SPG, 2.2 TOPG |
| -- Diff | -0.1 | +0.03 | -1.5 PPG, -2.3% FG, +4.2% 3PT |
| Justin Safford (Wins) | 6.3 | 0.28 | 22.9 MPG, 8.2 PPG (44.8% FG, 50.0% 3PT), 4.2 RPG, 1.7 TOPG |
| Justin Safford (Losses) | 10.2 | 0.48 | 21.2 MPG, 10.7 PPG (40.7% FG, 40.0% 3PT), 3.2 RPG, 0.5 TOPG |
| -- Diff | -3.9 | -0.20 | -2.5 PPG, +3.1% FG, +10.0% 3PT |
| Miguel Paul (Wins) | 3.4 | 0.32 | 10.8 MPG, 3.3 PPG (56.3% FG), 1.6 APG |
| Miguel Paul (Losses) | -2.7 | -0.32 | 8.2 MPG, 0.0 PPG (0.0% FG), 0.2 APG |
| -- Diff | +6.1 | +0.64 | +3.3 PPG |
| Steve Moore (Wins) | 1.1 | 0.12 | 8.8 MPG, 1.0 PPG (33.3% FG), 1.4 RPG |
| Steve Moore (Losses) | 0.7 | 0.10 | 7.7 MPG, 0.7 PPG (0.0% FG), 1.3 RPG |
| -- Diff | +0.4 | +0.02 | +0.3 PPG |
* AdjGS = a take-off of the Game Score metric (definition here) accepted by a lot of basketball stat nerds. It takes points, assists, rebounds (offensive & defensive), steals, blocks, turnovers and fouls into account to determine an individual's "score" for a given game. The "adjustment" in Adjusted Game Score is simply matching the total game scores to the total points scored in the game, thereby redistributing the game's points scored to those who had the biggest impact on the game itself, instead of just how many balls a player put through a basket.
- So this data tells a VERY strange story. In wins, Mizzou's bigs -- Bowers, Ramsey, Safford and Moore -- combine for 28.5 AdjGS points; in losses, 31.6. Mizzou rebounds much worse in losses, but the loss of rebounds is offset by the addition of points and other stats. Just check out Safford's line: he posts an 8 & 4 in wins, a 10 & 3 in losses. He takes more shots and makes less of an impact.
This suggests what could perhaps be considered this team's single biggest driving factor: guard aggressiveness. When the guards are doing their jobs well, the bigs aren't taking nearly as much scoring responsibility but are attacking the glass with twice the effectiveness. This is a guard-oriented team, and when they do well, Mizzou wins no matter what the bigs produce. - Driving factor #2: the backup guards. In wins, Zaire Taylor and J.T. Tiller produce 1.9 more AdjGS points, and Mr. Coffee is an infinitely better shooter, so there's that, but check out the total from the backups. Denmon, Dixon and Paul combine for 22.9 AdjGS points in wins, 7.5 in losses. WOW. You simply will not find a bigger disparity than that.
When Mizzou's second-stringers are playing well, Mizzou is almost unbeatable. You officially do not get a breather against this team when the Denmon-Dixon (and sometimes Paul) line is playing well, and if Mizzou has hope of not only making the NCAA Tournament, but winning a couple of games there, Denmon and Dixon could be the X-factors (I simply do not have much hope for Paul, at least not this year), and for different reasons.
For Denmon, it is just about being aggressive. He shoots wonderfully in both wins and losses, but whereas he averages 0.27 shots (and 0.08 free throws) per minute in losses, he averages 0.40 shots (and 0.14 free throws) in wins. For a lot of this post, the message is simply "When Mizzou shoots better, they win." That's not very informative. But the single biggest factor for Mizzou is in control is the aggressiveness of Soul Crusher/Denmoney (depending on your nickname preference ... I still prefer Soul Crusher). When he's shooting open 3's and driving when he's not open beyond the arc, Mizzou is a VERY good offensive team. In a lot of ways, I think he is a lot like Zaire Taylor -- he lets the game come to him and doesn't force the issue, and that's usually a good thing. Plus, with the more experience he gets, the slower the game will feel to him, and the better he will do while still playing in complete control. But in the meantime, he probably needs to assert himself a bit more and play out of control every now and then, just to see what happens. Maybe the results would be disastrous, but we'd know what his ceiling is this year. When you see him score 20+ points without taking many chances, like he did against Colorado yesterday, you start to wonder just how high his immediate ceiling is, and I really want to find out.
Meanwhile, if The Predator shows up, look out. Mizzou is damn near unstoppable (just ask Illinois). If it's just "freshman guard Mike Dixon" instead of The Predator, then Mizzou is much more beatable.
Summary
The takeaway messages from this exercise:
- When Mizzou is aggressive on offense, driving a lot and, more importantly, taking more chances in ball movement, they are really tough to beat. They turn the ball over more, but they also create many more open shots and rack up the assists in a hurry. Mizzou's defense is roughly similar in both wins and losses (it's worse, but not significantly so), but the disparity in the offensive numbers is huge, and it is most clearly expressed in the huge difference in assists and FG%, and while we have all screamed about penetrating more, the penetration doesn't necessarily need to lead to layups and/or free throws -- it just needs to open up the court for more open shots.
- When Mizzou's backups are an asset instead of a liability, Mizzou is unstoppable. When Marcus Denmon is in Soul Crusher Mode and Mike Dixon makes his jumpers, Mizzou moves much closer to "Fastest 40 Minutes" territory instead of "Fastest 25 Minutes." Dixon's shot comes and goes, but the data does suggest that Denmon could assert himself a little more without hurting his FG%. If the light switch flips on, and Denmon becomes a more assertive scorer (he's already averaging 11 PPG despite disappearing occasionally), then Mizzou's ceiling is suddenly much higher despite the streakiness of their other guards and their lack of strong interior play.
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Comments
Interestingly
this is all pretty easy to see in the games (with benefit of hindsight)… although I’m sure if I were asked without having read this, I would have guessed exactly the opposite. Weird.
Even Rocky had a montage.
by Other Side of the Pillow on Feb 7, 2010 10:51 AM CST reply actions
Immediately when I saw the headline
I thought to myself, what do I scream about at the TV during said games. From watching the losses, the thing that always seems to stick out to me is the ball movement, or lack there of. Whenever our team is struggling, it seems like they do three-four quick passes before chucking up the first time they get a decent look at the rim. In the games we win, for example Colorado yesterday, everyone gets involved, pass it around outside until someone gets an open lane to the basket, if a defender drops of his man to cover him, kicks it out for three. This offense was made to look so easy last year, and it’s no cooincidence our best player was a first round pick in the NBA draft. I think as our players get older, more mature, this offense will become even more comfortable to run, and we won’t be seeing these down games that we have this year on occassion
Most overlooked statistic about yesterday?
Miguel Paul didn’t play.
It's not the size of the dog in the fight; it's the size of the fight in the dog.
- Mark Twain
by T3T on Feb 7, 2010 1:08 PM CST reply actions 2 recs
Interesting
but might not the arrow of causation move the opposite way? Bad teams can’t stop our backup guards, and so they get walked all over. The teams that beat us can’t slow down our very best players very much, but they can take our secondary players entirely out of it, and that makes us beatable.
The data here is all correlational, so there’s no way to tell, and the truth is probably a bit of both. Your framing gives Mizzou a whole bunch more agency in the matter, though, so it’s probably a healthy way for us to be thinking, and definitely a more comforting way :)
Kenpom says letting our opponents get offensive rebounds correlates to losing as well
http://kenpom.com/expsked.php?team=Missouri
Defensive rebounding seems a significant part of our problem. But I agree, it’s lack of consistent scoring that has really killed us in the winnable games.
Excellent analysis, Bill
I pretty much agree with everything you’ve said. Moar dribble penetration! Don’t just pass it around the perimeter.
born Dodger blue, now dyed Cardinals red
Awesome breakdown Bill
thanks for doing that.
It is really interesting to see Mizzou has MORE turnovers in wins, but that exactly plays into ‘the Machine’ . If they are aggressive on offense they will turn it over more, but that is ok because all the other components are working much more effeicently and getting more points.
This is cool.
- …. .- – … .— …. .- – … …. . … .- .. -..
by MarioVanPeebles Republic of China on Feb 8, 2010 11:42 AM CST reply actions
A little isolation may be a good thing...
This is a jump shooting team. The jump shots will come and go. Simple as that. The challenge is avoiding the long scoring droughts that come with being a jump shooting team.
You do that by getting to the free throw line, but it’s certainly more complex than flipping some aggression switch. (Not implying that you’re saying “all we need to do” is flip that switch.)
Donald Sloan is a better penetrator than Denmon or Dixon despite not being as quick, and it’s not because he’s more aggressive. He is quick enough to get even with his defender and strong enough to press his advantage. Denmon, Dixon, or Taylor have to outright blow past a defender to get into the lane for a good look, a foul, or a good kickout pass. They settle because they can’t beat good defensive guards (and good help defenses).
That’s not gonna change, but one mild adjustment that CMA really should consider is running a little more isolation in late game situations. He did it for Leo and DeMarre on occasion. We haven’t seen it much with this group.
Specifically, run 4-out-1-in isos for Bowers and Denmon (no one else). I know CMA loves 4 and 5 passes, but if we’re almost always playing two non-scorers, sometimes three. When you play that many guys who can’t score sometimes ball movement destroys floor spacing rather than helps it. When non-scorers are touching the ball it makes us easier to guard.
I’m not saying change the offense. I’m saying that down the stretch (esp. with a lead) you make sure that you space the floor to be able to attack the rim at the end of the clock.
"Those who fear disorder more than injustice inevitably produce more of both." -- Rev. William Coffin
Completely agree on
ball movement destroys floor spacing rather than helps it
The ball movement actually helps the opposing D to reset itself because we are rotating to a guarded player. Movement only works if there is imbalance in D (e.g. forcing D help with dribble penetration or posting) and the rotation is to an open player.
I guess I am more optimistic on 4-o-1 isos. I am ccmfortable with Saffy, Kimmie, Taylor, and Dixon in addition to the two you’ve mentioned.
born Dodger blue, now dyed Cardinals red

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