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Football picks

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Monte Carlo simulation (Round 16)

A 2-0 loss at home and a pair of clubs near us in the table beating clubs at the other end of the table. Disaster? Our chances of staying up actually slightly improved. 16th 0.1% unchanged17th 0.6% +0.1%18th 2.4% +0.9%19th 12.3% +4.1%20th 84.6% -5.1%Villa: 99.3% (-0.1%) Sunderland: 86.9% (+8.0%) Swansea: 43.4% (+7.4%) Bournemouth: 28.8% (-12.6%) Newcastle: 24.1% (+1.2%) Norwich: 15.2% (-3.2%) West Brom: 1.2% (-0.3%) Chelsea: 1.1%

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Monte Carlo simulation (Round 15)

Despite both Newcastle and Bournemouth notching wins, our chances of staying up managed to slightly improve. 16th 0.1% unchanged17th 0.5% +0.1%18th 1.5% +0.2%19th 8.2% +2.1%20th 89.7% -2.4%Villa: 99.4% (-0.1%) Sunderland: 78.9% (+10.5%) Bournemouth: 41.4% (-24.7%) Swansea: 36.0% (+22.3%) Newcastle: 22.9% (-25.7%) Norwich: 18.4% (+15.1%) Chelsea: 1.5% (+0.5%), West Brom: 1.5% (+1.4%)

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Monte Carlo simulation (Round 14)

Dead cats apparently have a reputation for bouncing. The relevance to Villa after a home loss to Watford may not be clear, but it is perhaps in that light that one should consider this fact: Villa's chances of staying up improved despite a home loss to Watford. Whether the change was major (it more than doubled!) or minor (the difference was 0.3%) is a question of the observer's perspective, but the fact remains: the club are in a slightly

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Monte Carlo simulation (Round 13)

I want things to be stable, but not this kind of stable... The good: Losing 4-0 to Everton didn't really hurt us. The bad: It definitely didn't help us. Our relgation chances stay the same, though the chances of finishing bottom increase somewhat. 17th 0.2% unchanged18th 2.1% -1.4%19th 10.2% -7.5%20th 87.5% +8.9% Median, most likelyVilla: 99.8% (unchanged) Sunderland: 89.8% (-6.2%) Bournemouth: 79.6% (-3.0%) Newcastle: 18.0% (+11.8%) 

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Monte Carlo simulation (Round 12)

Getting a draw against the league leaders was not enough to dramatically improve the Monte Carlo's estimations, but it didn't dramatically hurt things (not that things could have gotten much worse). This is not really a cause for pressing the panic button. The Monte Carlo's assessment is now just about solely based on the period when you could fairly say that other sides figured out Sherwood. Assuming that the level of performance Remi Garde brought out of the team is the new normal, as some

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Monte Carlo simulation (Round 11)

These numbers assume no dramatic improvement in quality of play (including, for instance, tactics), nor any new manager bounce. Additionally, as can be seen in the recent yo-yoing of the Tyne & Wear clubs' chances, it only takes one sufficiently good result to cause things to look (at least for a time) a lot brighter. 16th 0.1% -0.3%17th 0.3% -0.9%18th 2.1% -1.4%19th 10.8% -0.6%20th 86.7% +3.2% Median, maximum likelihoodVilla: 99.6% (+1.3%) Sunderland: 84.9% (+26.3%)

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Monte Carlo simulation (Round 10)

The Monte Carlo results as of 30 October. The current results, Round 11, will follow in another post soon. 15th 0.1% -0.3%16th 0.4% -0.8%17th 1.2% -2.3%18th 3.5% -8.6%19th 11.4% -18.6%20th 83.4% +30.9% Median, maximum likelihoodVilla: 98.3% Sunderland: 58.6% Bournemouth: 53.9% Newcastle: 41.5% Norwich: 25.7% Liverpool: 13.7% Watford: 3.5% WBA: 3.0% Chelsea: 1.1% Everton: 0.4% Swansea: 0.2% Stoke: 0.1%

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Monte Carlo simulation (Round 9)

13th 0.1% -1.1% 14th 0.2% -2.2% 15th 0.4% -3.9% 16th 1.2% -5.7% 17th 3.5% -6.7% 18th 12.1% -2.7% ^^^ upper quartile 19th 30.0% +7.7% 20th 52.5% +15.6% Median, maximum likelihood Barring major change, I think we're nailed-on for rock-bottom. Aston Villa: 94.6% chance of relegation Sunderland: 90.8% Bournemouth: 68.2% Norwich: 16.7% Watford: 10.1% West Brom: 8.5% Liverpool: 7.5% Newcastle: 3.3% Swansea, Stok

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Monte Carlo simulation (Round 8)

Has the bleeding stopped? 9th 0.1% unchanged10th 0.1% unchanged11th 0.2% -0.1%12th 0.6% +0.1%13th 1.2% +0.2%14th 2.4% +0.8%15th 4.3% +1.5%16th 6.9% +1.9%17th 10.2% +1.3%^^^ upper quartile18th 14.8% -1.4%19th 22.3% -4.9% Medianvvv lower quartile20th 36.9% +0.6% Maximum likelihoodDespite the increased chance of finishing rock-bottom, our overall relegation chances decreased: Villa: 74.0% (-5.7%) Sunderland: 60.2% (-23.8%) Newcastle: 52.4% (+22.6%) Bournemo

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Monte Carlo simulation (Round 7)

It's not looking great at Villa Park, is it? 9th0.1%10th0.1%11th0.3%12th0.5%13th1.0%14th1.6%15th2.8%16th5.0%17th8.9%^^^ upper quartile18th16.2%19th27.2%median, maximum likelihoodvvv lower quartile20th36.3%I suspect that this is the most pessimistic Monte Carlo run I've ever had; right after our loss to Hull last season, our relegation probability was only around 65%. The "maximum likelihood" refers to our finish in the table that came up the most often. Relegation chances: Sunderland: 84.0% Vill

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Monte Carlo simulation (Round 6)

For the past few years, I've endeavored to periodically post results of Monte Carlo simulations of the remainder of the season. The process is essentially analogous to repeatedly running the BBC predictor and seeing how often various events come up. I've decided that with the new site, it perhaps makes more sense to have this as a blog series rather than regular comments. 5th0.1%6th0.1%7th0.2%8th0.3%9th0.6%10th0.8%11th1.3%12th2.2%13th3.4%14th5.2%15th7.4%^^^ upper quartile16th10.3%17t

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Picks for 10 November

YTD: 75-109, -196.45 units (-11.58%) Panaitolikos to win -133: risk 7 units to win 5.26 NAC Breda +1 -120: risk 7 units to win 5.83 Roma to win -375: risk 9 units to win 2.40 Roma -1.5 -115: risk 8 units to win 6.95 Metalist Kharkiv to win -160: risk 5 units to win 3.12 Metalist Kharkiv -1 +120: 6 units

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Picks for 9 November

YTD: 73-106, -189.96 units (-11.43%) Reims to win +319: 5 units Montpellier DNB +111: 6 units Borussia M'gladbach to win -158: risk 6 units to win 3.79 Borussia M'gladbach -1 +112: 6 units Real Sociedad +2 -101: risk 6 units to win 5.94

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Picks for 8 November

YTD: 73-104, -169.96 units (-10.35%) Malaga/Granada DRAW +225: 7 units Akhisar Belediye/Eskisehirspor DRAW +260: 13 units

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Picks for 1 November

YTD: 71-102, -169.43 units (-10.63%) PSG -2 +120: 10 units NAC Breda to win +175: 8 units NAC Breda DNB +110: 15 units Espanyol +2.5 -105: risk 11 units to win 10.47

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Picks for 29 October

YTD: 69-100, -171.63 units (-11.06%) Arsenal to win +222: 7 units Arsenal DNB +130: 13 units Nantes to win -142: risk 12 units to win 8.45 Nantes -1 +125: 11 units

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Picks for 28 October

YTD: 67-100, -214.53 units (-14.06%) Vitoria Guimaraes to win +225: 10 units Vitoria Guimaraes DNB +120: 17 units

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Picks for 26 October

YTD: 64-97, -207.97 units (-14.49%) West Brom +1.5 -140: risk 10 units to win 7.14 Reims +1 -120: risk 8 units to win 6.66 Bayer Leverkusen to win -180: risk 12 units to win 6.66 Bayer Leverkusen -1 -105: risk 13 units to win 12.38 Twente -1 -135: risk 5 units to win 3.70 Antalyaspor DNB +140: 11 units

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Picks for 25 October

YTD: 64-94, -174.97 units (-12.47%) Nantes DNB -105: risk 10 units to win 9.52 Heerenveen to win +115: 10 units Heerenveen DNB -150: risk 13 units to win 8.66

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Picks for 19 October

YTD: 63-91, -161.37 units (-11.83%) Hull +1 -105: risk 6 units to win 5.71 Southampton +1 -125: risk 8 units to win 6.40 WBA DNB +120: 6 units Heerenveen DNB -135: risk 7 units to win 5.18 Atletico Madrid DNB -275: risk 7 units to win 2.54

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Picks for 29 September

YTD: 61-87, -149.72 units (-11.42%) Panaitolikos to win +265: 5 units Heerenveen to win -125: risk 7 units to win 5.60 Heerenveen -1 +135: 6 units Udinese DNB -110: risk 5 units to win 4.54 Torino +1 +100: 6 units Lazio DNB -225: risk 5 units to win 2.22 Amkar Perm DNB +115: 9 units

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Picks for 28 September

YTD: 58-81, -130.64 units (-10.43%) Marseille DNB -130: risk 5 units to win 3.84 Man City to win -195: risk 7 units to win 3.58 Man City -1 -110: risk 7 units to win 6.36 Freiburg +2 -125: risk 7 units to win 5.60 Napoli to win -130: risk 5 units to win 3.84 PSV DNB -180: risk 6 units to win 3.33 Maritimo DNB -175: risk 5 units to win 2.85

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Picks for 27 September

YTD: 57-80, -134.29 units (-10.99%) Vitoria Guimaraes +2 -145: risk 14 units to win 9.65 Malaga DNB -130: risk 11 units to win 8.46 Akhisar Belediye to win +428: 6 units

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leviramsey

Picks for 26 September

YTD: 56-77, -113.71 units (-9.61%) Amkar Perm DNB -175: risk 6 units to win 3.42 Betis to win +295: 7 units Betis DNB +189: 11 units Celta de Vigo DNB +155: 6 units Espanyol +1 -150: risk 10 units to win 6.66

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