Response: Are Adelaide winning the Dangerfield trade?

By Nick Croker / Roar Guru

I wanted to provide a response or an addendum of sorts to Ryan Buckland’s article; ‘Are the Adelaide Crows winning the Patrick Dangerfield trade?’.

Partly, I was mildly let down because I felt there wasn’t really an evaluation of who had done better. More so, the article sort of looked at which team had performed better since Dangerfield left. There are a couple of specific things I’d like to address in respect to that article.

Firstly, how do we measure who won? I suppose Ryan is saying if Adelaide have been the better team or continue to be (betting markets predict they will be in 2019) then you could argue the Crows won the trade.

The conclusion of Ryan’s article seemed to answer a different question – ‘Was it good for Dangerfield to leave?’

To me, that’s a separate question. Ryan also referred to Dangerfield staying as an impossible counterfactual and suggested that Adelaide would’ve won the 2017 grand final with Dangerfield.

Well – I don’t think the counterfactual is impossible to unpack. I also agree that, at the very least, we could say Adelaide would be more likely to win or that their likely performance would’ve been better in that 2017 decider, although showing how one player would’ve affected a solitary game is hard to do.

So anyway, I try to quantify player performance. I have written a couple of articles looking at offensive and defensive efficiency and I will use those methods in this analysis so if it doesn’t make sense you may need to go back to those articles as a primer.

To me the essential questions are;

The Trade

First, we just need to clarify what happened in the trade.

Adelaide traded Dangerfield and pick 50 to Geelong for Dean Gore, pick 9 and pick 28.

Pick 9 (which got shifted down to pick 11) yielded Wayne Milera, with Adelaide then trading pick 28 and Sam Kerridge to Carlton for Troy Menzel.

Geelong then flicked pick 50 (which, by that time, was now 53) over to Gold Coast in a three-way deal that landed them Zac Smith.

Geelong: Patrick Dangerfield. Zac Smith.
Adelaide: Wayne Milera. Troy Menzel. Dean Gore.

Who’s winning right now?

To me, this almost requires no analysis. I know people like Milera, but he is not in Dangerfield’s class. Based on my net points added per game, this is the value each player has bought to each team since being traded or drafted.

Player Net points Player Net points
Dangerfield +7.9 Milera -2.0
Smith -1.5 Gore 0
Menzel -0.2
Total +6.4 Total -2.2

Without a common reference point, these numbers might not resonate immediately and I suspect Adelaide supporters will bristle at Milera having negative value. I will say, he’s only had one season as a somewhat effective half back and his value is hurt by two patchy years as a small forward prior to this.

Dangerfield adding almost eight points per game over the course of three years at Geelong might seem low, but let me put this in perspective. In 2016, Adelaide finished fifth with the third-best point differential in the league.

They were behind fourth-placed GWS only on percentage. If we imagine the trade never happened based on the net players coming in and out, Adelaide would’ve been on average nine points better per game while Geelong would have been 8.6 points worse off per game.

An extra 8.6 points per game would’ve given Adelaide the best point differential in the league and the second-best percentage. They also lost early in the season by ten points to North Melbourne and three points to Hawthorn. Reversing the result in even one of these games would’ve seen them finish second.

This would be the difference between having to beat North Melbourne and then play Sydney at the SCG in week 2, instead of finishing second to play GWS* in Adelaide and potentially getting a week off.

*Hawthorn finished third, but if we take a win off them in our alternate timeline because the Crows beat them instead of losing in Round 5 – then Hawthorn would drop to sixth and the other teams come up one spot – moving GWS to third. Obviously, this is where counterfactuals start to get hairy.

I’m getting sidetracked, but the point is Geelong are clearly winning the trade to date.

Will Adelaide win the trade long term?

What I’m going to do here is plot the player’s net performance against the number of games played and try and fit a trend to their output. It’s important to note that the trend is a prediction and to the best of my ability uses nearest neighbour analysis to fit the projection against similar players.

So to try and be succinct the overview of these career predictions is thus; Dangerfield is probably on the downside of his career now. You could plot certain models that suggest that decline could start occurring abruptly. I have gone with a more optimistic model that shows a gradual decline.

Ultimately if he could stay fit for long enough, I would project Dangerfield as a value-added player even up to his 400th game.

Smith, as I see it, has not really ever been value added. I believe his peak has passed and he will continue into a decline from now on.

If the Cats get the maximum out of Dangerfield’s career – and Smith plays maybe ten more games – the deal will yield something in the order of 1800 points until Dangerfield’s retirement.

The only caveats here are Smith playing more or less (I think hurts Geelong’s production) and the overall length of Dangerfield’s career. It’s worth noting Dangerfield has probably been worth 350-400 points for the Cats already.

This is probably not as helpful as we might like. What we can see is that Milera’s first two seasons as a small forward were not value-added. His previous season playing as more of a running back was still not an overall value-added, but was significantly better. This makes finding the nearest neighbour a bit difficult for Milera.

In some ways, it might be fair to even consider 2018 his first season and then compare him to a similar running back. If we incorporate his first two seasons and use polynomial regression to fit a model, like we did for the Geelong players, it would suggest that Milera will peak around game 50 and then go into decline.

I’m not sure if that is actually the way his career will pan out, but it’s worth mentioning that on the defensive metrics, Milera rates poorly.

So for the salient statistics, I have given Milera general improvement in each category as though he continues playing half back. I have been fairly generous; for example, predicting that Milera lays five tackles, has 50 per cent of his possession contested and gains almost 500 metres a game. If he improves along those lines his net production would look like this.

CM

Year K D G B T GA I50 CG R50
2019 14.95 23 0.2 0.1 3 0.5 3 2 3
2020 18.12 25 0.2 0.1 4 0.6 3.3 2 3.5
2021 21.6 27 0.2 0.1 5 0.75 3.6 2 4
Year CP MI50 1% MG ITC T50 Games Net
2019 7.6 0.5 0.2 2.5 390 5 3 65 0.78
2020 10.3 0.5 0.2 2.75 450 5.3 2.9 87 2.09
2021 13.5 0.5 0.2 3 480 5.6 2.8 109 2.95

By this measure, he becomes about three points worth of value per game. Not too shabby and certainly above average. If we factor these expectations in, his career projection would now look like this.

Even pencilling in improvement across the board in those relevant categories, the model would suggest that Milera starts to decline at about game 110. But, if we ignore Milera’s first two seasons as a forward and pencil in that improvement, his career progression looks like this

This maps out a career where Milera becomes no value-added by about game 200 or just after, and peaks around game 130. On the basis of this reasonably generous estimation, Milera would add about 418 net points if he played a roughly 200 game career.

Unfortunately for Adelaide, the other players acquired in Dean Gore and Troy Menzel have added no value at all.

In short, unless Milera changes role again and becomes a genuinely dominant midfielder, it’s hard to imagine a scenario that Milera actually outstrips the value that Dangerfield has bought, and will likely bring, to Geelong.

I would like to dig further into the fate of the team itself and what could have been for either Geelong or Adelaide, but I have gone on a bit. Based on the value traded in and out, it would be very hard to make the case that Adelaide are better without Dangerfield or that Geelong would have been better without him.

Additionally, I noticed one commenter on Ryan’s article suggesting that Milera could win a Norm Smith Medal and then described a situation whereby Milera would play out of position in the midfield for a month and have a great finals series.

I would like to say all of those things are certainly possible. Obviously it’s hard to predict game by game fluctuations in a player’s performance. Tom Boyd would project pretty poorly based on his career arc to date but he was fairly close to Norm Smith in a premiership winning side.

My contention is that on average over time, and not weighting any single performance as more important than any other – that Dangerfield will outperform Milera when both their careers are over and for that reason Geelong comfortably win this trade.

The Crowd Says:

2019-03-19T05:43:59+00:00

Fat Toad

Roar Rookie


You raise an interesting point about the cost of players and how limited resources under the salary cap can be redirected to their best use. My reading of Adelaide is that they seem to have trouble retaining players also that looking from the outside they seem to have a caustic organisational culture. In business, and sport, people will work for less to work in a good culture. The converse of this is that two different organisations will have to offer the same player different amounts to get them on board. I wait to see how all the players and leaders get on at the Crows in the coming year, but I would have acted after two years of troubles not waited to see if it was three in a row.

2019-03-19T05:35:42+00:00

Fat Toad

Roar Rookie


Nick, Thank you for your article, I found it thought provoking. I was interested in your selection of nearest neighbour analysis over a number of other types of analysis. I am inclined to think that the analysis looking backwards may also have been suited to a non-parametric approach that looked at performance above a bench mark in the way the AFL categorises players in six areas as above or below the line. So to look for improvement in the player did they perform above their previous season average? If you assume that above or below the line performance is random (like a coin toss) then you can consider runs above or below the line as indicative of a change in performance. While I accept non-parametric testing is somewhat course, it can be of assistance when you are dealing with measures that have low mean and high variance such as an individual players stats. This approach also allows you to consider how the player compares to their younger self but also the whole population of players. I am very interested in your forecasting efforts and will probably sit down with a drink and work through them at length. I do appreciate and enjoyed your attempts to model in a difficult field.

2019-03-19T05:08:50+00:00

Fat Toad

Roar Rookie


The Crows and their followers, would do well to remember that not everyone who puts $%&# on you is an enemy and not everyone who pulls you out of it is a friend. The underlying comment of "haters will hate" leads to and accepts that only true believers have a valid opinion. This rationalises and makes silo thinking acceptable. From a perspective of organisational improvement, the risk is becoming poorly adapted to a rapidly changing environment. The Crows have employed this approach by vilifying critics and players wishing to leave a like. For this, recall comments about and treatment of players looking to leave over the last two or three seasons. Players, like other employees, do not seek to either leave or come to companies or clubs. They seek and leave coaches and administrations, Adelaide needs look no further than their coach, captain and some other quoted officials to see why players wanted to leave and where and how they might do better in trades.

AUTHOR

2019-03-16T09:02:29+00:00

Nick Croker

Roar Guru


That’s from a fair while ago I wouldn’t read much into any of that I don’t think about Adelaide one way or another. Just happen to think Geelong won this trade

2019-03-16T08:53:20+00:00


This scribe likely thinks Laird is overated too - wasting your time

2019-03-16T08:48:15+00:00


You never have the crows or their players as being any better than MEH! Not very balanced penmanship!

2019-03-16T08:45:43+00:00


Went back and had a look at some earlier pieces of yours to see what motivates you to say “Geelong easily win the trade” Appears you have been a long term knocker of the AFC - haters will hate I guess. You probably have AFC finishing between 10 -16 again this coming season - perhaps with R Douglas as the best midfielder, Otten as the best defender??

2019-03-16T02:06:48+00:00

Peter the Scribe

Roar Guru


Many after the event like to rewrite history and claim they knew the Pies were coming when I wrote the article. You were all pretty quiet at the time but happy now to come along for the ride. Most of you were still saying we should have kept Witts over Grundy and sacked Buckley for Stewart Dew. Mattician6x6 and Rick Disnick were a couple who agreed with me. Tim Lane suggested Blues heading up and Pies down if you feel like searching his article.

2019-03-15T08:45:36+00:00

Peter the Scribe

Roar Guru


I'll let the Roar community judge the article thanks Nick. I copped a hiding predicting the Pies rise and praising the retention of Bucks against the vast majority and I feel the article stands up pretty well for November 2017. Sorry I failed to predict the Kayle Kirby heart scare though, should've had an instinct for that. You're pretty sensitive and protective of your stats but methinks he protesteth too much. As an aside I'm not even having a crack at your article which was good reading just defending some of the wonderful nuances of our great game that can never be explained (and don't need to be) by algorithms.

AUTHOR

2019-03-15T06:30:42+00:00

Nick Croker

Roar Guru


Almost the one specific thing you said in that article was that 'Kayle Kirby could be Collingwood's X Factor' !!! What are we talking about, seriously.

AUTHOR

2019-03-15T06:27:56+00:00

Nick Croker

Roar Guru


What does that prove? You're a Collingwood fan (so am I before you leap out of your chair) and you 'predicted' the rise of the consensus best young ruck in the league, DeGoey, Hoskin-Elliot and Crisp who came 3rd in our best and fairest. How is this evidence of your insight? All your statements are relatively broad and non specific - Will make top and 8 and threaten top 4: so an 8th place finish and first round finals win, you still claim victory even the word 'threaten' is a hedge - all you really say is 'i think they'll make finals' If they'd finish 10th with 11 wins and good percentage you'd still say 'pretty close but' - Players will take a huge step forward: could mean almost anything, could use any metric to prove your point - maybe Grundy gets better in the ruck but drops off around the ground, you can still say 'he took a huge step forward with his ruck work' And so on the basis of your sweeping generalisations becoming partly true you're abandoning... math? I didn't mean to get on my high horse but while I'm up here this is the problem with AFL commentary and reporting. Making sweeping generalisations is not only pointless its a hedge for the predictor because you can attenuate your statement after the fact. Now my article here is counterfactual so sure no one can prove right or wrong. But if I made a prediction I'd do so with evidence and state my level of confidence. I shouldn't care so much but when you referred to me as 'one of those stat reliant guys' it really got under my skin. I rely on stats because it's the evidence that shows what happened. Now there are ways to dig into that which will make your point with more or less validity but the idea that it's 'numbers bods' who don't understand the multitude of variables is just wrong. It's numbers guys like me who try and factor in those things in the extreme. You are the one who goes 'umm I've watched a bit of footy so I reckon this thing might happen maybe' and then if it comes close go 'see i was right!' When someone comes along and says 'I reckon a middle of the road team with young players will improve' What am I supposed to praise Peter/Nostradamus ? I'm sorry I wouldn't care - the irony is you don't even disagree with me that Adelaide lost the trade we were initially talking about - but your willful dismissal of any mathematically based attempt to quantify value seems deliberately ignorant. 'I take algorithms and stats with a grain of salt' - do tell, what do you base your predictions on then? Just 'feel' ?

2019-03-15T05:29:28+00:00

Pedro The Fisherman

Roar Rookie


Is this the same Free Agent Dangerfield that Adelaide (which held Pick 12) traded out (plus Pick 50) for Pick 9 and Pick 28 plus Gore (albeit that element didn't work out)? Is that what Adelaide got dudded on? Pick 9 and Pick 28 instead of Pick 13?

2019-03-15T05:29:25+00:00

BigBear

Roar Rookie


Love the attempt to break down this trade into a pure 1 on 1 mathematical comparison; but it just doesn’t work like that. Footy is a team game. When Danger plays he is an awesome one man show….. at exclusion of his team mates. His ferocious attack on the the ball and resultant hardball gets are second to none; but his disposal of the hard won football is often terrible. His lowlights reel would feature many shanks resulting in direct gifts to the opposition, and be almost as long as his highlights reel (which is as good as any). I would argue that Danger leaving the Crows has allowed Sloane & Crouch to fill the gap, who both have far better disposal skills than Danger. I would also argue that Dangers inclusion in Geelong has curbed the Selwoods influence somewhat, and their amazing ability to milk free kicks while attempting the hardball get…….. As for Wayne Milera; he is certainly better than Ian Perrie (remember him?)….. And come to think of it, Danger reminds me of Perrie when it comes to disposal by foot…..

2019-03-15T04:33:36+00:00

Peter the Scribe

Roar Guru


I tell you what Nick, have a read of this article I wrote at the end of 2017 when most people including some Roar Authors in here who had tipped Buckley to be sacked fter the Pies had finished a disappointing 13th. It's not all 100% of course but there was a fair bit of instinct and gut feel that has proven correct. Two pertinent lines from the November 2017 article. "The Pies have a dream draw, a core elite and an emerging group around the 50-game mark who appear ready for a huge next step forward." "The Pies will make the top eight next year and my prediction is to go straight to threatening top four." I get a couple wrong but it's in writing predicting the rise of Grundy, De Goey, Hoskin-Elliott, Crisp and co. That's why I take algorithms and stats with a grain of salt. https://www.theroar.com.au/2017/12/01/debunking-myths-around-nathan-buckley-pies-actually-headed/

AUTHOR

2019-03-15T04:17:51+00:00

Nick Croker

Roar Guru


Yes I'm sure Gold Coast and StKilda will both only win one game each and one team will only play 21 games The Peter calculator wins again

AUTHOR

2019-03-15T04:15:02+00:00

Nick Croker

Roar Guru


If all those figures were open to the public like in other sports you could make more precise evaluations of this type of thing. As it is some salaries are open secrets but otherwise nothing is known for certain. That and making free agency actually free i.e. removing the 7 year restriction, would be my personal ammendments

2019-03-15T02:43:11+00:00

The Drift

Guest


Thanks Nick, should’ve noted I agreed with everything else. Even if Milera enjoys a long and successful career with Adelaide it’s not likely he’d ever match PD. And the $ impact of keeping him wouldn’t have been felt straight away, so yes could only have made Crows stronger in 16/17. Though maybe not by ‘19 - which I took as part of Ryan’s argument and dare I suggest it’s the cap that’s bridges your respective articles. The 2016 AA u/23 squad was dominated by Adelaide with 7 names. $ wise these guys were encroaching on an already decent senior list and so no way Crows could keep them all. Sure enough - 4 stayed and 3 left. IMO salary cap management / outcomes is an underrated factor in media trade evaluations.

2019-03-14T23:14:06+00:00

Peter the Scribe

Roar Guru


Happy to back my ladder against any stats based algorithm ladder Nick. It has at least the same likelihood of coming close IMO.

AUTHOR

2019-03-14T22:50:41+00:00

Nick Croker

Roar Guru


Didn't you write an article trying to predict the entire win loss record and ladder position of every team? Certainly a few variables there. But I'm sure your gut feel is much more reliable than any silly old algorithm....

AUTHOR

2019-03-14T22:31:23+00:00

Nick Croker

Roar Guru


Yeh fair enough I wasn't considering the overall effect of the cap. I mean, I still think the analysis holds true in terms of what value is bought in versus what value goes out. And although I think the salary cap pressures is worthy of consideration they wouldn't have lost anyone in the immediate proceeding season so I think you could still say 2016 and maybe 2017 the team would've remained the same but with Danger added and that might have been the difference between winning a flag. As I understand it part of the reason a trade occurred as opposed to letting Dangerfield walk in free agency was that Geelong was able to pay Dangerfield lower than the price he would've cost in a bidding war - my understanding is that his starting salary was like 800k increasing probably to 1 million but I don't know that for sure. Now this is just some rough numbers but I'd argue Danger is at least 10% of his teams output so 10% of a cap of over 11 million makes him worth at least 1.1 mil I'd say - probably a bit more. He wouldn't have been on that type of money yet before he left Adelaide but I don't have a good sense for what his salary would've been - 500-600 ? So if we go low by that rough logic if Adelaide kept him they'd have had to pay his legit market price or maybe more. You could argue it would've been as much as 700k difference. So as you say that's one other top line player or two average ones (I think I read recently the average player salary has jumped to 350k? Could be wrong) More or less, keeping him (at his proper market rate anyway) would've likely squeezed out Sloane or someone else - probably not all of them because as their contracts renewed drip feeding a portion of the shortfall as a 100k increase on each contract wouldn't satisfy each of them. But yeh point being if Danger stayed Sloane probably leaves in free agency in 2018 so definitely makes a difference. Danger for Sloane probably makes them basically the same team though or at least same overall quality. Good thought though - I hadn't considered that

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