An open-source thank you

November 13, 2012 by Sam Wang

Benchmarking of Election-Eve snapshots continues. Drew Linzer wrote me: “basically we all succeeded in different ways,” as seen at Applied Rationality and Margin Of Error. His update is here, and a recent interview with the two of us on KUSP-FM is here. A separate topic is genuine long-term predictions, which I will evaluate later (“A Presidential/downticket prediction challenge,” October 28).

Today I want to focus on what has been distinctive about the Princeton Election Consortium – and the role you played as readers.

Here are two indicators for how we did.

  1. This year PEC got over 4 million page views. That’s three times our traffic in 2008, and occurred despite several brief service outages in September and October, including one just before the election. It is consistent with an estimate (see survey) in which we had three new readers in 2012 for every reader who started following us in 2004-2010.
  2. Same as 2004-2010, I used simple statistical methods to identify knife-edge contests where readers could maximize their leverage. Because President Obama was ahead all season, this meant downticket races. The ActBlue thermometer at left shows one metric. This exceeded expectations by over 6-fold. The Crossroads GPS link does not indicate how much PEC readers gave Karl Rove. I imagine it was a small fraction of that organization’s $300 million in expenditures.

We did well on questions that affect next year’s legislation and messaging: Presidential electoral-vote and popular-vote outcome, specific Senate outcomes, and House seat and popular-vote counts. In all areas, the predictions were very close.

The ActBlue list did identify genuinely close Senate races, with the exception of Nevada (Berkley v. Heller, decided by a margin of 1.2%). Specific House races were harder to identify because of the absence of polling data – DCCC/RNCC was generally a better bet. Correctly identified knife-edge races should have been won 50-50 by each side. Although this was true, further refinement of this process is needed.

But these outcomes are just part of the picture. The real story is the mechanism of this project successes. Three principles were at work:

  • Elementary statistical methods were all we needed to reveal truths about the 2012 race. Medians and other outlier-rejecting tools were enough. Adjustments like house biases and chewing over polling internals were not necessary. Good statistics can cut through the noise – if you have the nerve to ignore the chatter. I deeply believe this to be true for many problems in public policy and science – not just elections.
  • Our data came entirely from public sources. Pollster.com was a rich source of unbiased information.
  • We used open-source methods. All of PEC’s code is posted. Every bit of the activity was open to you, the reader. This led to wonderful benefits. Two examples are the depth and analysis added by Rick in Miami and Froggy.

Using these simple principles, we matched benchmarks such as FiveThirtyEight, Votamatic, and Pollster.com – and gave the sharpest moving snapshot of the race that you could find anywhere on the Web.

My own writing was also open-source. I wrote about what you discussed in the comment threads. Readers were a rich source of discussion and ideas. The project succeeded in large part because of your thoughtful feedback. There are too many of you to mention. This year we hit a sweet spot by having lots of readers – but not too many. Andrew and I thank you.

One more thing. Our Congress has become increasingly paralyzed in the last 20 years by Senate supermajority rules. I encourage you, especially if you donated or are a constituent of a swayable Senator, to make contact. Encourage him/her to vote for a rule change. It’s important for our democracy, no matter who controls the chamber.

In coming weeks posting will continue, though less frequently. To follow us, use the RSS feed in the top right corner, which will ping you when there’s something new. Also, please suggest topics – on any topic, whether political, economic, scientific, medical, whatever. I am interested in where this platform can go.

I end by quoting one of our most frequent commenters, Wheeler’s Cat.

Rasmussen cheating, Gallup antique methodology, non-gaussian structure of reality, asymmetrical political behavior, all fell to Dr. Wang’s pure mathematical statistics.

you were right.

but it sure was fun talking about all that stuff.

it was an epic tale of meme-warriors and Poll Jedi battling the sinister forces of disinformation and spin and “gut-feelings”.

i felt a lot of esprit de corps with my fellow commenters– we were like a rapid deployment force of truth commandos slapping down republican eumemes and pundit spin every day.

Topics:

20 Comments

pechmerle says:

Not sure if this has already been noted:
Dean Chambers, the Unskewed Polls guy, did admit on the day after that he had got it wrong, that his assumptions on party i.d. were incorrect, that Nate Silver’s work was better than his. He also notes his newfound distrust in Rasmussen.
http://www.businessinsider.com/unskewed-pollster-dean-chambers-nate-silver-election-dick-morris-michael-barone-2012-11

Olav Grinde says:

Yes he did, and that is the beginnings of intellectual honesty. But he did not apologize for his outrageous comments against Nate Silver — nor did the journalist ask. In my opinion he should have. Both.

skmind says:

Yes Olav, that is correct. That is how media rehabilitates the wingnuts here.
The GOP is being rehabilitated as we speak, courtesy of Mitt Romney.
Here’s how:
http://www.themindisaterriblething.com/2012/11/bad-copgood-cop.html

Hayford Peirce says:

Yes, he did indeed apologize, effusively even. With a basic justification, I think, that someone *else* had called *him* “portly”, so that he (naturally) fired back at *Nate*. Anyway, it was a *real* apology, not one of those “I’m sorry if anyone was offended by what I said” non-apologies. Maybe it was down at the bottom of the article and you didn’t see it….

Olav Grinde says:

Hayford, if he apologized for the personal attacks, that’s great. I thought I read the whole article, but if I missed that then I stand corrected.

mediaglyphic says:

i just heard Peter King on CNN, he is so irritating, how much money would we need to raise to defeat him next time around? i know some reasonable people in nassau county, i can’t believe they vote for this guy.

Neal J. King says:

I would like to start a petition for some Senate rule changes:
– Death to the filibuster!
– Death to the “secret hold”, too.

Hayford Peirce says:

I’d sure drink to that!

wheelers cat says:

For future topics can I request the evolution of social propaganda
http://www.washingtonpost.com/blogs/worldviews/wp/2012/11/15/can-twitter-censor-the-israel-defense-forces/
and another topic dear to my heart– gamification and Alternative Reality Games?
http://readwrite.com/2012/11/15/unbelievable-the-idf-has-gamified-its-war-blog

wheelers cat says:

the Obama campaign used social propaganda in its campaign pretty heavily.
http://www.politico.com/blogs/burns-haberman/2012/10/obama-buys-twitter-ad-on-binders-full-of-women-138745.html
reportedly Team Blue bought ‘malarkey’, ‘47%percent’, ‘literally’, ‘bindersfullofwomen’ and other hashtags.

wheelers cat says:

More proof that the GOP desperately needs to attract the Nerd Demographic.
http://www.theatlantic.com/technology/archive/2012/11/when-the-nerds-go-marching-in/265325/

pechmerle says:

MoveOn.org offers a platform through which you could start a national online petition to end the filibuster rule.

Dave says:

Thanks Sam, for keeping me sane through the election. I “lurked” everyday, but never posted; so now is my time to thank you.

A New Jersey Farmer says:

I didn’t wade through the comments to see if anyone had posted this, but it’s pretty funny and perfect for our community.
http://www.newyorker.com/humor/2012/11/19/121119sh_shouts_rudnick

Sam Wang says:

I. Am. So. Jealous.

Amitabh Lath says:

Sam, I’m surprised Princeton media relations isn’t all over you and your blog. Perhaps a profile in the alumni magazine. Also the Caltech and Stanford alumni magazines. And articles in local papers (Star Ledger, Home News Tribune, etc).

Pat B says:

Here’s an article with some numbers you can ponder – a “what if.”
http://www.newyorker.com/online/blogs/hendrikhertzberg/2012/11/electoral-alchemy-what-was-mitt-romneys-magic-number.html

pechmerle says:

Thanks, Pat.
We all know the Electoral College is a dinosaur left over from the 18th-19th centuries (down to 1861-65 really). That dinosaur stepped on us in 2000, at great cost in dollars and human life. It will step on us again at some point, I hope not with similarly disastrous results.
But the dinosaurs hung around for millions of years . . . .

Beaucon says:

Sam, you have done supurb work to tweak the underlying truth out from election polling. This was a terrific service, but polling does not end when the elections are over. There was a recent poll, by Peter Hart Research Associates, and organized by the AFL-CIO. And it showed, that by 64 to 17 percent, voters want to protect Social Security and Medicare benefits and address the deficit by increasing taxes on the wealthy rather than cutting entitlements. I am paraphrasing Bernie Sander on this. The point is I would love to believe this poll, if it reflects reality, or debunk it if it does not. In the coming months, we will be inundated with “damn statitics”. Do you have any advice for those who were drawn to your site looking for a reality filter. Are there a few tips for those of us who are not trained in statistical analysys, that will give us some clue to how to evaluate the flood of polls that will undoubtedly accompany the pending fiscal cliff drama?

Martin Dominguez says:

If Nate Silver win this “election” indeed, I would vote for you as chief-of-staff, Aaron Sorkin version.
Congratulations to all of you.

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