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Value of a steal
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kjb



Joined: 03 Jan 2005
Posts: 842
Location: Washington, DC

PostPosted: Thu Jan 27, 2005 1:31 pm    Post subject: Value of a steal Reply with quote

I wondering if anyone has done some work evaluating the value of steals. The Wizards lead the league in steals, and are among the league leaders in forcing turnovers. Yet their defense ranks well below average. The argument from some fans in another forum is that steals are "the best" defensive play there is, and that it's value will show up on the offensive end (THEORY: steals lead to easy baskets). My contention (in part drawn from the defensive data I've been collecting regarding the Wizards) is that the inveterate gambling for steals costs them about as many pts defensively (in open shots and help fouls) as they get in easy baskets from successfully stealing the ball and converting.

Thoughts?
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Ben



Joined: 13 Jan 2005
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Location: Iowa City

PostPosted: Thu Jan 27, 2005 2:14 pm    Post subject: Reply with quote

I think Dan Rosenbaum could speak to this. I believe steals come up as quite valuable in his study. Perhaps you could have something there, but on the average steals still serve as a good proxy for an aspect of defensive ability.
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kjb



Joined: 03 Jan 2005
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PostPosted: Thu Jan 27, 2005 2:37 pm    Post subject: Reply with quote

Ben wrote:
I think Dan Rosenbaum could speak to this. I believe steals come up as quite valuable in his study. Perhaps you could have something there, but on the average steals still serve as a good proxy for an aspect of defensive ability.


I'd be interested in seeing the results of this study.

Dan, did you make any attempt at evaluating the effect that open shots and help fouls committed by teammates?
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Dan Rosenbaum



Joined: 03 Jan 2005
Posts: 540
Location: Greensboro, North Carolina

PostPosted: Thu Jan 27, 2005 3:19 pm    Post subject: Re: Value of a steal Reply with quote

WizardsKev wrote:
I wondering if anyone has done some work evaluating the value of steals. The Wizards lead the league in steals, and are among the league leaders in forcing turnovers. Yet their defense ranks well below average. The argument from some fans in another forum is that steals are "the best" defensive play there is, and that it's value will show up on the offensive end (THEORY: steals lead to easy baskets). My contention (in part drawn from the defensive data I've been collecting regarding the Wizards) is that the inveterate gambling for steals costs them about as many pts defensively (in open shots and help fouls) as they get in easy baskets from successfully stealing the ball and converting.

Thoughts?

I think WizardsKev sums up the conventional wisdom on steals quite well. And I try not to very often speak this bluntly, but I think the conventional wisdom on steals in DEAD WRONG.

What I have done is regressed my adjusted plus/minus ratings onto various statistics, such as rebounds, assists, true shooting attempts, "extra" points created (which I will describe below), steals, turnovers, blocks, etc.

All of these statistics are measured pace-adjusted per 40 minutes.

Extra points is equal to 2 * true shooting attempts * (true shooting percentage minus team replacement shooting percentage), where team replacement shooting percentage equals the team mean in shooting percentage minus two standard deviations of the leaguewide shooting percentage. It is roughly the "extra" points generated by a player relative to a replacement shot taken at a pretty low shooting percentage. (There are some other adjustments I need to make to this, but hopefully this helps in getting the concept across.)

What this regression measures is which statistics correlate with a good adjusted plus/minus. If guys who get lots of steals tend to be gamblers who do not play good position defense, then the coefficient on steals is likely to be small or even negative. If players who get lots of steals tend to do other good things, holding the other things I am already measuring constant, then the coefficient on steals should be very positive. That does not say that steals, per se, are valuable. It says that players who get steals are valuable. That when those players are in the game, their teams tend to play a lot better.

What I think this is measuring is that guys who get steals, with exceptions, tend to to pressure the ball or make it difficult for players to go to the basket in fear that they will get the ball stripped. I actually find that players who get steals are the most valuable when they are 4s and 5s or are guys who don't shoot a lot. But that said, guys who get steals, on average, tend to be valuable at every position and regardless of how much they shoot. In fact, the results are quite striking and show up regardless of how I split the sample or what other variables I include.

On average, a player with an extra steal per 40 minutes is associated wth about the same adjusted plus/minus gain as five extra rebounds or two extra assists. Blocks are on about the same scale as steals (a bit less important), as are turnovers (in the negative direction). Extra points are worth about half as much as steals.

And remember there really is nothing that I could do to rig this result (not sure why I would want to either). This is just the data saying that guys who get steals and blocks and avoid turnovers are very, very valuable. That when those kind of guys are in the game, teams seem to play better. Does that mean that a team could focus solely on acquiring those types of players? No, but what it suggests is that in the present environment most teams probably would at the margin be better off replacing a shooter or a rebounder with a guy who does many of the same things (maybe a little worse), but gets more steals and blocks and fewer turnovers.

So yes, I am sure there are guys who gamble and hurt their team, but that does not describe the majority of players who get lots of steals. And as I have mentioned before on other threads, it is misleading to anlayze team statistics to measure the value of players with certain attributes. Because, for example, if a steal improves offensive or defensive shooting percentage, then including those variables will make players who get lots of steals look less valuable.
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kjb



Joined: 03 Jan 2005
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PostPosted: Thu Jan 27, 2005 3:34 pm    Post subject: Reply with quote

Interesting Dan. My thoughts on this are related specifically to watching the Wizards -- a team that leads the league in steals, but has a poor team defense. I've been tracking the defense possession by possession for the past 12 games, and what I'm seeing is rampant gambling for steals that result in open shots for the opponent and fouls on teammates in help defense.

Maybe what I'm seeing is limited to the Wizards, whose coaching staff places a lot of emphasis on stealing the ball. My close observation of the Wizards over the past 12 games tells me something different than your findings.

I'd be interested to see what your methods say about the Wizards this season.

As I re-read your post, I think I'm seeing you say that steals are valuable IF the player does others things well too. Is that correct?
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Dan Rosenbaum



Joined: 03 Jan 2005
Posts: 540
Location: Greensboro, North Carolina

PostPosted: Thu Jan 27, 2005 3:52 pm    Post subject: Reply with quote

WizardsKev wrote:
Interesting Dan. My thoughts on this are related specifically to watching the Wizards -- a team that leads the league in steals, but has a poor team defense. I've been tracking the defense possession by possession for the past 12 games, and what I'm seeing is rampant gambling for steals that result in open shots for the opponent and fouls on teammates in help defense.

Maybe what I'm seeing is limited to the Wizards, whose coaching staff places a lot of emphasis on stealing the ball. My close observation of the Wizards over the past 12 games tells me something different than your findings.

I'd be interested to see what your methods say about the Wizards this season.

As I re-read your post, I think I'm seeing you say that steals are valuable IF the player does others things well too. Is that correct?

I think your last question is getting at a good point. My analysis says almost nothing about the value of altering game strategy to get more steals. It is realy saying more about the average value of players who tend to get steals.

I don't think my analysis is going to say a lot about the Wizards per se, and I am not sure my results contradict your observations. Again, it is not really the act of getting a steal that is necessarily important here. It may just be that guys who are good at doing that tend to be good in other ways.

Also, gambling may not be as costly as you think. If gambling and being unsuccessful raises shooting percentage from 50 percent to 75 percent or from 67 percent to 100 percent, a player may only need to be successful on a steal one out of every three times for it to be a good gamble. And this ignores the fact that going for a steal reduces the chances for an offensive rebound (because of the steals and the higher shooting percentages).
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kjb



Joined: 03 Jan 2005
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Location: Washington, DC

PostPosted: Thu Jan 27, 2005 4:02 pm    Post subject: Reply with quote

I suspect that steals have tremendous value when they're coupled with the ability to force missed shots. The Wizards lead the league in steals and are 4th in forcing turnovers, BUT are 26th in efg, and are 27th in opponent offensive rebounding %. The data I've collected over the past dozen games suggests that the high efg may be related to the number of open shots stemming from failed steal attempts (as well as a preposterous zone defense they run sometimes). I'll try to track this specifically over the next few games and see what I find.
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Kneepad



Joined: 19 Jan 2005
Posts: 16

PostPosted: Thu Jan 27, 2005 5:55 pm    Post subject: Reply with quote

Dan Rosenbaum wrote:
Also, gambling may not be as costly as you think. If gambling and being unsuccessful raises shooting percentage from 50 percent to 75 percent or from 67 percent to 100 percent, a player may only need to be successful on a steal one out of every three times for it to be a good gamble. And this ignores the fact that going for a steal reduces the chances for an offensive rebound (because of the steals and the higher shooting percentages).

Let's not forget also that stealing the ball frequently results in a fast-break opportunity (and presumably a high-percentage shot attempt) for the stealing team.

And then there's the impact of runs and momentum on a game to consider.
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Kevin Pelton
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Joined: 30 Dec 2004
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PostPosted: Fri Jan 28, 2005 12:50 am    Post subject: Reply with quote

Perhaps Roland will come along and offer some more insight, but he sent me the following chart last summer when I asked about the value of steals on offense:

Code:
Start of possession            Rating
-------------------------------------
Turnover, live ball             113.0
Missed FG, Player Rebound        99.0
Made 2-Pt FG                     98.1
Made Free Throw                  96.9
Missed FT, Player Rebound        96.1
Made 3-Pt FG                     96.0
Missed FG, Team Rebound          95.9
Turnover, dead ball              94.8
Missed FT, Team Rebound          91.3
Other                            88.0
-------------------------------------
All                              98.8
Offensive Value of Steal         14.2
This wasn't a finished study, which is why it was never posted, but it does seem to indicate that there is a fairly significant offensive value to a steal.
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Kevin Pelton
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PostPosted: Fri Jan 28, 2005 12:53 am    Post subject: Reply with quote

Dan Rosenbaum wrote:
I think your last question is getting at a good point. My analysis says almost nothing about the value of altering game strategy to get more steals. It is realy saying more about the average value of players who tend to get steals.

It's worth pointing out that the marginal value of each additional steal is probably lower, in that you're having to take worse and worse gambles in going for the steal. So a defense geared toward stealing the basketball is probably going to have a lower average value of a steal than a team that picks its spots, like in baseball teams that rarely steal bases usually do so at the best percentages (uh, I think).
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Mike G



Joined: 14 Jan 2005
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Location: Delphi, Indiana

PostPosted: Fri Jan 28, 2005 9:22 am    Post subject: Reply with quote

If someone (Kevin B?) is tracking Missed Steal Attempts, and their ensuant effect on team defense, we'd have an idea of the net value of a steal attempt. Kevin P suggests a diminishing value of steals registered when a player (Hughes?) might just be pursuing a record or a stat title.

Such situations are similar to a FGA. While this category is one of the officially-recorded ones, it overlaps with FG. However, a shot attempt is either/or: it either goes in, or it doesn't. Good or bad. 2 or 0.

Dan R earlier published positive value for FGA, FTA, and 3FGA. I thought a more revealing regression would be for Missed FGA, etc. Surely one wouldn't arrive at a value >0 for a Missed shot, even when there's a residual benefit from an undifferentiated Attempt.

Just as a missed FGA may lead to an offensive rebound, a missed Steal may be followed by a defensive stop by a teammate. A team might even anticipate the occasion and adjust for it. This is analagous to getting rebound position when you anticipate a shot attempt.

Missing a steal also might take the defender out of position to rebound. A guy can rebound his own shot when his man is elsewhere.
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kjb



Joined: 03 Jan 2005
Posts: 842
Location: Washington, DC

PostPosted: Fri Jan 28, 2005 10:01 am    Post subject: Reply with quote

I'm going to take a stab at tracking missed steal attempts in upcoming Wizards games. I think that KevinP's comment may encapsulate what I'm seeing from the Wizards. Their defensive strategy is predicated on stealing the ball and forcing turnovers. It may be that the pressure defenses they're running would "naturally" generate X steals, but that the extra gambling it takes to achieve Y steals ends up hurting the team defense. This is only theory at this point, of course.

Different topic: What are the guidelines for official scorekeepers in crediting steals? Is there a manual somewhere that I could obtain? I'm curious about this for a few reasons, the biggest being differences between the steals I'm recording and the steals being credited in the official box. What I think I'll do is jot down a narrative of the possessions where I'd record a steal and compare it to the play-by-play.
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Kevin Pelton
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PostPosted: Fri Jan 28, 2005 10:46 am    Post subject: Reply with quote

WizardsKev wrote:
Is there a manual somewhere that I could obtain?

Yeah, I'm pretty sure I've seen the statisticians manual in the press room at some point. I bet if you asked the stats people at a Wizards game, they'd be happy to help.
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gabefarkas



Joined: 31 Dec 2004
Posts: 1255
Location: Durham, NC

PostPosted: Fri Jan 28, 2005 5:45 pm    Post subject: Reply with quote

WizardsKev wrote:

Different topic: What are the guidelines for official scorekeepers in crediting steals? Is there a manual somewhere that I could obtain? I'm curious about this for a few reasons, the biggest being differences between the steals I'm recording and the steals being credited in the official box. What I think I'll do is jot down a narrative of the possessions where I'd record a steal and compare it to the play-by-play.


to the best of my knowledge, the steal is credited to the guy on the opposing team who ends up with possession of the ball.


getting back to dan's first post -- was there any sort of normalization at all for the frequency of any of the accrued statistics? in other words, steals happen far less frequently than points, rebounds or assists. so, if it's just raw numbers, off the bat it would seem to make sense that a steal is worth 2 assists or 5 rebounds (or even more), simply because that's how often they are occurring in the course of a game. does that make sense?
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xteve



Joined: 14 Jan 2005
Posts: 6

PostPosted: Fri Jan 28, 2005 7:44 pm    Post subject: Reply with quote

My contention (in part drawn from the defensive data I've been collecting regarding the Wizards) is that the inveterate gambling for steals costs them about as many pts defensively (in open shots and help fouls) as they get in easy baskets from successfully stealing the ball and converting.

Thoughts?


I'm with you WizardsKev. I've often thought that steals in and of themselves are an overrated stat. Oftentimes guys with high steal numbers are playing the lanes instead of their man. Ron Artest in his Chicago days was a prime example. He had great steal numbers but I can't even count the number of times he'd get burned playing 3 feet off his man trying to cherrypick. It would make for an interesting study should Roland choose to finish it! I would not think the steal had as much offensive value as his numbers seem to suggest.
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