The mathematics of majority

by Andrew Coyne on Monday, October 6, 2008 2:31am - 66 Comments

I think this is quite the most fascinating thing I’ve come across for a long time. It was brought to my attention by a reader of the Small Dead Animals blog, where a blogger named Marcus Vitruvius (proprietor of the Sagacious Iconoclast) sometimes guest-posts. It’s called Vitruvius’s Experimental Election Predictor, and offers a quick and dirty way of reckoning whether the Tories are likely to win a majority.

The formula is as follows:

Ve=(C-L)*(C+L)/100

where C is the Conservative vote, and L is the Liberal vote. The notion is that the higher the Ve, the greater the likelihood of a Conservative majority. The reasoning is intuitively appealing. As Vitruvius puts it,

If there were only two parties, C and L, then the (C+L)/100 term is equal to one, and Ve simplifies to: (C-L). 

In other words, in a two-party system, any margin of victory suffices, no matter how small.

But the greater the number of other parties, and their share of the vote — and the smaller the combined share of the two leading parties — the larger the gap between the two must be to produce a majority: that is, the lower the Tories’ share of the vote, the more they must depend on a Liberal collapse and consequent splitting of the non-Tory vote to put them over the top.

The historical evidence since 1962, according to Vitruvius, is that a Ve of 8.0 or greater is needed to produce a Conservative majority. A Ve of between 0 and 8 means a Tory minority. Conversely, a Ve of less than -8 produces a Liberal majority, while a Ve of between -4 and -8 means a Liberal minority. 

Simple math shows that for any Conservative vote C, the corresponding Liberal vote L needed to generate a Ve of greater than 8 is the square root of (C2 – 800.) For example, if C=30, then L=10. More plausibly, if the Tories were to get, say, 34% of the vote, the Liberal vote would have to fall all the way to a historically unprecedented 19% — a gap of 15 points — for a Conservative majority. (Even then, the 47% of the vote that remained would have to split just right between the NDP, Greens and Bloc Québécois.)

At higher Conservative votes, however, the required Liberal collapse is not so cataclysmic. At 36%, the Tories would need a 14-point margin of victory (36-22). At 38%, the magic number is 13 points (38-25); at 40%, just 12 points (40-28). We’ve seen these sorts of combinations at times in this race — in the first week, and near the end of the third — but only briefly. For the most part, Vitruvius’s formula suggests a Conservative majority has simply not been in the cards. 

Oh, and what is the Vitruvius predictor’s current reading? The latest polls have the Conservatives at an average of 34%, to the Liberals’ 27 (as of Oct 4), leaving the Ve at just  4.3 — not nearly enough. Either the Tories have to gain 5 points, or the Liberals have to lose 8.

MORE: Following Vitruvius’s lead, I’ve graphed the Predictor’s movements using average daily poll data throughout the race.

You can see the Tories were inching towards majority territory (Ve=8) as of about last weekend, but that since then it seems to have gotten away from them…

MORER: The Vitruvius Predictor also sheds some light on Tory strategy, notably the heavy reliance on attacks on the Liberals, before and after the writ. That is, it wasn’t enough just to raise their own numbers: given a likely ceiling on Tory support of 40%, they also had to depress Liberal support below 28% to have any chance of a majority. Of course, maybe if the Tories weren’t so nasty they’d have a higher ceiling than 40%. Chicken, meet egg.

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  • http://www.abandonedstuff.com/ saskboy

    I’m just happy that you’re using metric half full glasses.

  • Doug Smith

    Once again Coyne is putting his spin on things though. Did he measure using imperial units and then convert to metric? If so, how many decimal places did he use in the conversion?

  • john g

    You bet Coyne is spinning. Assuming a traditionally sized glass, 250 ml is about 1 imperial cup; way more than 1/2 a glass.

    You are shameless Andrew.

  • http://www.abandonedstuff.com/ saskboy

    But I like the fact that after 4 half full cups consisting of 250mL (when half filled), that I’ll have a Litre, and will have 2¢ more if it’s filled with diesel fuel. But only if we elect Harper. If not, you can kiss those two pennies goodbye!

  • http://www.flickr.com/theveil Karen Krisfalusi

    Well.

    The mean, median and mode is Green. So Elizabeth May will say things like “The Greens will enforce the Canada Health Act” to distract you from that wavelength and make you think about the Range. After she says it :: what does Green mean? What are the Liberals learning by this leaning? Your glass is tipped so according to my perspective a half-full glass looks like a majority. Why is Stephane Dion surfing the surface tension of a half-full glass??

    Andrew. I don’t care about stupid maths and polls. Tell me something I don’t already know.

  • http://sagaciousiconoclast.blogspot.com Vitruvius

    Hello Andrew, Vitruvius here. I’m glad you like my little experiment. To be strictly correct, though, +8 is not required for a CPC majority, a linear interpolation between the 2006 and 1998 results says that +7 or a little less will work too. Still, there isn’t all that much data since ’62, so we’re still doing a lot of guessing here, albeit with better numbers. The key to interpreting the current value of Ve is the final table in my essay at tinyurl.com/53ofes

    I’m not sure where you got the idea that I don’t have the “latest polls”, each SDA update is current to all published polls at 20:00 mountain time every day. Also, I don’t agree with your conjecture that the CPC has generally not been in majority territory, I think Ve is saying they generally have been in majority territory, if one counts all five pollsters.

    Today, however, for the first time in three weeks, Ve is predicting a 3 seat minority. As for me, if anyone wants my personal opinion, ask me next Tuesday ;-)

  • http://www.abandonedstuff.com/ saskboy

    “I think Ve is saying they generally have been in majority territory, if one counts all five pollsters.”

    I think it’s wrong to assume that averaging all 5 pollsters will give an accurate representation. When you think about it, only one number is the right percentage, and there’s no guarantee that more wrong numbers put together will get closer to the right one. 5 of 5 pollsters could be out to lunch.

  • http://sagaciousiconoclast.blogspot.com Vitruvius

    No, *all* the advance polls are wrong. Only the election counts. Vitruvius’s Experimental Election Predictor is at best an interesting toy. Anyone who bothers to actually read my essay ~ tinyurl.com/53ofes ~ will find that it is full of provisos, including that the advance polls ended up being two Ve points higher than the final election Ve in 2004 and 2006, and that near the breakpoints (somewhere around +8, 0, and -8) the per-riding splits dominate which side of the breakpoints the final result falls on. Finally, my ΣVe/n mean value plot, shown as the black curve in the graph at the top of the essay, is generally higher than Andrew’s; it’s probably the effect of the weekly tracking polls (which Andrew isn’t holding through) being generally higher than the dailies, and if I cared enough I’d look into it further, but I don’t.

  • Dot

    …and I’m sure, once this election is complete, with the benefit of more hindsight data, further provisos and revisions will be added, and the model will be able to more accurately predict the past.

  • http://www.dryfly.ca Doug Smith

    But how many ml of water it will take for the Conservatives to get a majority?

    kidding… the conclusion from the analysis is what it is, but more importantly I simply find the analysis to be interesting and offers a cool way to look at what it takes to get a majority. Good stuff!

  • Dot

    But how many ml of water it will take for the Conservatives to get a majority?

    Depends what state they are in. Freezing adds roughly 10%, I thawed.

  • Gustav

    Now I understand what playwright John Mighton meant when he said: “Failed mathematicians become economists.”

  • KRB

    Seeing as there have only been two Conservative majorities since 1962, and that one of those majorities was an absolute whopper, I don’t know if this formula can lay claim to validity.

    I agree that in Canada there likely needs to be a big gap between the first two, but Labour won a majority in the 2005 UK election with only 35.2% of the vote, as compared to the Conservatives 32.4% (so a gap of 2.8%). There was a better formula out there, that came out after that UK election, that factored in total number of seats to be contested (the more there were, the easier to gain a majority with a smaller gap) and the popular vote tallies of the 3rd and 4th parties. I tried googling for it, but couldn’t find it.

    But for argument’s sake, let’s assume the Greens come in with 10% of the vote on E-day, but say that it is too wide and too thin to elect any MP. Effectively, we could lop off the Green’s score, and pad every other party’s vote % by 11.1%, to then compare.

    So say the Conservatives come in with 36% of the vote, and the Liberals 25%. Removing the Greens, this would instead read CPC 40.0%, LPC 27.8%. I recall Mulroney won big in ’88 with a 43-32 lead. Using the revised figures yields a result of 8.27 …

  • TobyornotToby

    Does anyone really believe that the GPC will actuallty get 10% which means more than doubling its popular vote from last election?

    I think there’s some heavy overreporting going on, people who say Green Party as a kind of none of the above response so they don’t sound dumb on the phone (or admit they aren’t going to vote at all).

    By the way in the last Ekos poll 4% of respondents said they weren’t going to vote on Election Day. Tempered by reality that number should be closer to 40%!

  • Garth Wood

    saskboy:

    Look up “Law of Large Numbers.”

  • http://sagaciousiconoclast.blogspot.com Vitruvius

    “The Law of Large Numbers”, Garth,
    en.wikipedia.org/wiki/Law_of_large_numbers
    and the “Central Limit Theorem”.
    en.wikipedia.org/wiki/Central_Limit_Theorem

  • Dot

    I agree to some degree with Saskboy.

    The Law of Large Numbers and the Central Limit Theory implicitly assume that the same methodology is being used.

    Say, for argument’s sake, the methodology that Nanos uses is the more correct one (where you ask for party preference), and the Harris-Decima is biased (as it prompts you with the choices), or vice versa. According to AC, Nanos under-reports Green and over reports Libs (or vice versa for Harris-Decima).

    Combining a Nanos poll (unbiased) with a Harris-Decima (biased) won’t give you a more representative sample. It may reduce the Harris-Decima bias, but it will worsen the Nanos results.

    I’d be cautious about combining or averaging results where the methodologies are not identical.

  • http://sagaciousiconoclast.blogspot.com Vitruvius

    First you make fun of me for being cautious, “further provisos” and all that eh what, and then you advise me to be cautious? Well thanks, I just don’t know what I’d do without you!

  • Dot

    My words of caution were not to you- if you’ve been playing with this for five years, doubtful anything I write will influence you.

    The caution is to anyone who uses your methodology, or thinks that by your mentioning of some statistical laws and theories, your methodology is somehow more credible.

  • Jack Mitchell

    “Freezing adds roughly 10%, I thawed.”

    Dot, you are hilarious.

  • http://sagaciousiconoclast.blogspot.com Vitruvius

    Fair enough, Dot, I certainly wouldn’t “use[ my] methodology” for anything significant, for as you note, after playing with Ve for five years, I’m quite aware of its strengths and weaknesses. As I already wrote above: at best Ve is an interesting toy. I really don’t understand why this is so hard to grok, I mean, it’s not like I’m trying to make some sort of Lyapunov or Lindeberg argument. I can’t reasonably be held responsible for the misconstructions of others.

    Meanwhile, though I fail to understand why this sub-thread is a part of the discussion, it remains the case that: The optimist sees the glass half full, the pessimist sees the glass half empty, and the engineer sees that the vessel is inappropriately sized for the fluid level ;-)

  • Dot

    and the pragmatist notices that the fine print says “Poison, do not consume”. :)

  • http://sagaciousiconoclast.blogspot.com Vitruvius

    Yes I’m a pragmatist, no it’s not poison, and no I wasn’t consuming it; as I’ve made clear: it’s a toy. I’m playing with it. I’m using it as an aide to help me think about the various factors involved. For as Isaac Asimov said, “The most exciting phrase to hear in science, the one that heralds new discoveries, is not ‘Eureka!’ but ‘That’s funny…’”. Your mileage may vary.

  • Dot

    Well, my trouble with the Asimov quote is that I believe “Political Science” is an oxymoron. Same, to some degree, with the use of the term “Management Science”.

  • http://sagaciousiconoclast.blogspot.com Vitruvius

    Oh never mind, Dot. My apologies, Andrew, for taking up bandwidth and storage resources here at your blog trying to be reasonable with Dot.

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