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9 March 2015 23 comments
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With ten Gameweeks remaining this season we are entering that time of the year when no one wants to play the teams scrapping for their lives in the relegation battle. Perhaps perpetuated by the miraculous escapes by Sunderland and Wigan in recent seasons, there seems to be a theory that the better fixtures in the run-in are those against teams with less to play for – the mid-table teams for whom European places are out of reach and who have accumulated enough points to consider relegation unlikely. In past seasons some of my own transfers have been guided by this theory.

There are, however, arguments against this theory. Players are professionals and they hate losing. In some cases, teams play better when not under pressure. There is also a financial incentive to finish higher in mid-table than lower, due to the way in which Premier League prize money is distributed. In this article I examine some basic historical data to test the theory that relegation battlers become a difficult fixture during the run-in.

Method

My first step was to take the Premiership standings in early March (with around 28 games played by each team on average) in each of the past ten seasons and classify teams into three categories:

  • Top 7 (positions 1-7),
  • Mid-table (positions 8-14), and
  • Relegation Battlers (positions 15-20).

I then used the final standings for each season to assess how those teams performed over the run-in. The table below compares performance over the run-in with performance over the earlier part of the season on average over the past ten seasons for each of these three categories.

Results

Table 1: Team performance by position in early March 

Table5

This table can also be viewed here.

Relegation battlers pick up more points during the run in.

The average points per game earned by relegation battlers increases from 0.89 before early March by 17 per cent to 1.05 over the run-in. There is only one season over the past ten in which relegation battlers have not improved their results after early March. That year is 2009-10, thanks largely to Portsmouth’s horrendous points tally of zero over the final ten games of that season. This performance improvement is not a fluke of the data sample. A t-test finds that the difference in averages is statistically significant even at the 99 per cent confidence level. The relegation battlers appear to take the extra points from both Top 7 and Mid-table teams, whose average points outputs drop from 1.90 to 1.83 and 1.26 to 1.18, respectively, over the latter part of the season.

Relegation battlers on the attack

The average number of goals scored per game by relegation battlers increases from 0.99 before early March by 13 per cent to 1.12 over the run-in. This may not sound like much, but, again, a statistical test finds that it’s not a fluke of the data sample. In only one of the past ten seasons has the goal output for relegation battlers decreased after early March. The brunt of this additional goal output seems to be borne mostly by Mid-table teams whose rate of goals conceded increases from 1.34 to 1.40 per game after early March.

The additional goals do not appear to come at the cost of a leakier defence

The average goals conceded per game by relegation battlers remains similar over the final ten games (1.67) when compared to the first 28 games (1.70).

But, do relegation battlers perform better than mid table teams over the run in?

The short answer is no. Although relegation battlers improve after early March, they match Mid-table teams only on goal output (1.12 compared to 1.15 goals per game). They remain worse than mid-table teams in terms of points accumulated (1.05 compared to 1.18 points per game) and goals conceded (1.67 compared to 1.40 goals per game).

As an aside, there appears to be an 8th place hoodoo. Somewhat surprisingly, the team in 8th position in early March performs worse than any other team over the run in. Only twice in ten seasons has this team scored more than ten points over the final ten matches. Last season it was Newcastle. The season before, it was Swansea. Owners of Stoke City fantasy assets beware.

Conclusion

The theory that we should abandon all mid-table assets in favour of relegation battlers does not hold water, at least in terms of averages. The data do suggest there will be an upturn in goal output for attacking players at clubs battling relegation and there may be some bargains on offer as a result. Who those bargains will be remains to be seen. Outside of already popular picks Danny Ings and Charlie Austin, who will rise to the occasion? Dame N’Doye? Jermain Defoe? Christian Benteke? There is some evidence that mid table teams tend to go off the boil to an extent after early March, but not to a dramatic extent. They still perform better than relegation battlers, on average. No need to offload Jason Puncheon or Saido Berahino on account of their teams being in mid-table, then.

The historical averages don’t call for any dramatic changes to the fixture difficulties on the season ticker. The prospect of our defenders getting a clean sheet against a relegation battler may be slightly diminished over the run in. There may also be a slightly greater chance of attacking returns against mid-table teams. I, for one, won’t be taking as much notice of this issue as I have in previous seasons based on the evidence above. But, for those that continue to subscribe to the theory that mid-table teams ‘check out’, it is worth noting that QPR are set to play five of the current mid-table teams on the run in – three of them at home (cpl, EVE, wba, WHM, NEW). Sunderland (whm, NEW, CPL, sto, eve) and Liverpool (swa, NEW, wba, CPL, sto) also play five, while Arsenal (WHM, new, SWA, WBA) and Leicester (WHM, wba, SWA, NEW) each play four mid-table teams with three of those games on home soil. Hull City face a tough schedule and play only two of the mid-table teams (swa, cpl).

Finally, it is well worth noting that the marginal differences in the averages analysed in this article are dwarfed by the variation in the underlying data. In 2011-12, Wigan picked up 22 points from their final ten matches to move from 20th up to 15th in the table. In contrast, Portsmouth in 2009-10 was five points adrift of 17th place heading into the final ten games, but failed to pick up a single point over the remainder of the season. In 2008-09, Hull City and Spurs were 12th and 13th in early March. Over the remainder of the season, Spurs accumulated 20 points, while Hull picked up only three. The real gains from a fantasy perspective will, as always, be derived from catching the waves of form at the right time.

Patch Aussie, Liverpool fan, economist.

23 Comments Login to Post a Comment
  1. J0E
    • Fantasy Football Scout Member
    • Has Moderation Rights
    • 16 Years
    10 years, 10 months ago

    I still think the key strikers in relegation embattled clubs are worth investing in at this time of year. Ings and Austin will do well. Villa also offer some good midfield punts. But overall I tend to avoid their defences. Teams like Leicester and Burnley are Championships sides, they have Championship squads and mentality and are there for the taking.

    1. djenzio
      • 11 Years
      10 years, 10 months ago

      yeah Ings is a good call too

      for the run in something ike

      Aguero/Sturridge, Kane, Ausin/Ings looks solid

    2. Patch
      • 14 Years
      10 years, 10 months ago

      I agree. Imagine Ings and Austin increasing their output from their already magnificent seasons to date. Relegation threatened defences seem to be unwise, but I'll keep Pants and PVA for now.

    3. Patch
      • 14 Years
      10 years, 10 months ago

      Can I just say - how's that 'curse of eighth' going?! Stoke have lost both matches since this article. Winable matches against West Brom and Palace. I'm telling you - abandon Stoke assets!

  2. djenzio
    • 11 Years
    10 years, 10 months ago

    very nice

    the 5 mid table matches for QPR is good for us Austin owners.

    the upturn in attacking output form relegation teams could be good for schlupp too....

    1. J0E
      • Fantasy Football Scout Member
      • Has Moderation Rights
      • 16 Years
      10 years, 10 months ago

      I think I may be happy to keep Austin and focus on spending money in midfield. I can see him scoring a good few more.

  3. Ludo
    • 12 Years
    10 years, 10 months ago

    This is great work, thanks very much!

  4. John t penguin
    • 11 Years
    10 years, 10 months ago

    excellent work
    would assume that there are at least two teams each year who go from mid table team to relegation battlers and could possibly sway the stats in favour of mid table teams performing better.

  5. A-VB
    • 11 Years
    10 years, 10 months ago

    I'm very happy with N'Doye.
    What a nice little Christmas present it was for me.

    Thanks Stevie. 🙂

  6. Beavis
    • Fantasy Football Scout Member
    • 14 Years
    10 years, 10 months ago

    Absolutely awesome article, thanks.

  7. FPL P0ker PlAyer
    • 11 Years
    10 years, 10 months ago

    Great idea. I'd been thinking about just this very idea recently, so it's good that someone else has put the work in.

    What might finesse this analysis even more would be to have the three categories demarcated by points rather than positions, because looking at this season's table, you'd say only Stoke, Swansea and West Ham (and maybe Newcastle too) were safe from relegation at this stage, whereas 12th, 13th & 14th (CPL, WBA & EVE) were still smack bang in the middle of the relegation mire.

    In which case, you'd have to say Leicester (unluckiest team of the year IMHO) have the best chance of capitalising on any supposed nothing-to-play-for teams.

    1. Patch
      • 14 Years
      10 years, 10 months ago

      Thanks for the kind comments, guys.

      Good ideas on further analysis. I f anyone wants to have a go, I took the data from:
      http://www.premierleague.com/en-gb/matchday/league-table.html

      I did think a better way to do it might be to define how much you have to play for by how many points you are away from 4th/5th and 17th/18th. That way you also capture situations where teams get cut adrift in 20th and effectively lose hope of beating the drop.

      1. Horse
        • Fantasy Football Scout Member
        • 13 Years
        10 years, 10 months ago

        Sorry Patch but it's not true about Portsmouth not picking up a single point in our last 10 matches. We didn't pick up a single point in the first 7 which was painful enough but we got some towards the end eg beating Wolves.

        http://en.wikipedia.org/wiki/2009%E2%80%9310_Portsmouth_F.C._season

        1. Patch
          • 14 Years
          10 years, 10 months ago

          Thanks, Horse. Looks like there's a glitch on the Premier League website. The March table here:
          http://www.premierleague.com/en-gb/matchday/league-table.html?season=2009-2010&month=MARCH&timelineView=date&toDate=1268179199999&tableView=CURRENT_STANDINGS

          shows Portsmouth on 19 points (5 wins and 4 draws).

          The end of season table here:
          http://www.premierleague.com/en-gb/matchday/league-table.html?season=2009-2010&month=MAY&timelineView=date&toDate=1273359600000&tableView=CURRENT_STANDINGS

          shows Portsmouth on 19 points (7 wins and 7 draws).

          Obviously an error in the points column. It doesn't seem to have affected other teams and Portsmouth's goals for and against seem OK.

          I will try to revisit the analysis. Correcting this error will strengthen the performance of relegation battlers in terms of points.

          I just hope there aren't other instances of this sort of error. Thanks for picking it up.

          1. Patch
            • 14 Years
            10 years, 10 months ago

            ...and apologies to all Pompey fans out there. Goes to show you should always investigate an outlier.

        2. Patch
          • 14 Years
          10 years, 10 months ago

          I've corrected the analysis. The only change to the table in the article is that the number in the bottom right hand corner changes from 1.05 to 1.06. More importantly, it turns out that in every single one of the past ten seasons, Relegation Battlers' points output has improved after early March.

  8. Margarido
    • 13 Years
    10 years, 10 months ago

    Fantastic work.
    Im on Sturridge - Aguero - Kane.
    Making a punt on someone like Sinclair/Mahrez would be the way (for me).

  9. Sharkytect
    • 11 Years
    10 years, 10 months ago

    Fantastic article. I meed to show this to my Dad, who has had me convinced for YEARS that mid table teams capitulate in the final games.

    Having said that, it would be interesting to see the same data sample taken for, say, the final 3-5 matches when the heat is REALLY on. This is when i would expect you to see both the top and bottom 7's form improve...

    1. Patch
      • 14 Years
      10 years, 10 months ago

      This hypothesis would definitely be worth testing.

    2. Patch
      • 14 Years
      10 years, 10 months ago

      I just ran the same analysis for the last 6 matches and the results are very similar to those in the article.

      1. Sharkytect
        • 11 Years
        10 years, 10 months ago

        Great stuff. This will genuinely influence my decision making for the end of the season

  10. ZakAFC_
    • 12 Years
    10 years, 10 months ago

    Panti (Krul)
    Terry, Dawson, Bellerin (Clyne, PVA)
    Sanchez, Cazorla, Hazard, Silva (Boyd)
    Aguero, Kane, Austin

    2FT, 0 ITB

    Any Ideas?

  11. Egg noodle
    • 15 Years
    10 years, 10 months ago

    Absolutely loved this article, cheers bud