The New York Times on InTrades US political election prediction markets

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The NYT writers discusses 2 (different?) issues.

#1. There was market arbitrage opportunies in the recent past between InTrade and BetFair &#8212-unlike 4 years ago, and contrary to the laws of economics.

– The price of the Barack Obama event derivative was cheaper on InTrade than on BetFair and the Iowa Electronic Markets. Conversely, the price of the John McCain event derivative was more expensive on InTrade than on BetFair and the Iowa Electronic Markets.

#2. The NYT writer reports (without linking to it) the findings of the InTrade investigation about the behavior of their unnamed &#8220-institutional investor&#8221-.

– InTrade CEO John Delaney suggests that that institutional investor:

  1. might operate on InTrade at specific times where it might not be able to find liquidity on BetFair and/or IEM-
  2. might be a bookmaker willing to hedge its risks on a prediction exchange (a.k.a. betting exchange).

– Justin Wolfers&#8217- PHD student remarks that that institutional investor is not making an effort to shop around for the best prices, within each InTrade political prediction market.

RELATED: See the comments on Midas Oracle here, here, here, and here.

Are recent historical charts now useless for short-term prediction market analysis because of the non-informational trades made by that institutional investor hedging its political risks on InTrades election prediction markets?

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How can you assess the impact of Colin Powell&#8217-s endorsement of Barack Obama? You can&#8217-t.

InTrade offers an explanation of strange trading.

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Intrade has made a statement on the unusual trading that many have noted and alleged to be manipulative. The statement suggests that the price action is mostly attributable to a single firm, a hedger &#8220-using our markets in good faith and in the ordinary course of their business.&#8221-

The first company that comes to mind is Centrist Messenger. Centrist is an interesting firm that re-sells political ad time and refunds sales to customers whose candidate loses. Centrist has stated publicly that it uses Intrade to hedge this exposure.* If Centrist had something to do with the unusual trading, it suggests that they sold more Obama than McCain ads, creating exposure to a GOP victory, resulting in McCain buys and Obama sales on Intrade. Why such a firm would be such urgent price-takers isn&#8217-t fully explained.

Whether or not it was Centrist isn&#8217-t important, but as these markets mature we should expect them to attract more hedging activity, and this might introduce persistent price distortions. Indeed it makes sense for people in the top tax bracket to be long Obama apart from considerations of his chances of victory. This is another uncomfortable subject that I&#8217-ve warned about in the past. When these markets become deeper and more widely available, the odds of the high-tax candidates might begin to show an upwards bias, a risk premium. Interestingly, Musto and Yilmaz predict that such markets will eventually lead to increased promises of redistribution by candidates. Talk about unintended consequences.

Intrade is doing the right thing here though, dealing with tough issues realistically and with as much transparency as possible. They provide valuable information, for free, even in places where they are not necessarily welcome. The depth of this information helps us to evaluate Intrade prices and have more confidence in them. Here is an example below, based on Obama&#8217-s market over the past two weeks. Some have noted that the purported attacks occurred in hours where the market was unusually thin. This chart measures such price manipulability. The red line represents the ease of a downwards attack. It is the 100 x the amount of margin required to sweep the top fifteen bids divided by the difference between the highest bid and the fifteenth highest bid. (That is, how much the probability of an Obama victory can be moved by risking $100. Commissions are not taken into account but would of course would be vital.) The green line is the ease of an upwards attack. This is a very preliminary study and I will leave it to others to voice initial impressions. The fact that we can gauge to what extent traders are exercising market power is in itself important and encouraging however.

* Technically another firm does the trading. Centrist is incorporated in the US, and the trading firm is incorporated in St. Kitts. Through this arrangement, Centrist cleverly avoids violating UIGEA.

[Cross-posted from Risk Markets and Politics ]

The blogger at Marginal Revolution misinforms the public by repeating the misinterpretation thrown around by liberal hack Paul Krugman about the alleged manipulation on the InTrade prediction markets.

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Alex Tabarrok writes that &#8220-someone was manipulating Intrade to boost John McCain&#8217-s stock price&#8221-.

No&#8230-!!!&#8230-

John Delaney said that that firm has been hedging on InTrade &#8212-a normal and beneficial activity on the other (larger and more liquid) financial markets.

InTrade is not liquid enough to weather (quickly enough) the impact made by the hedging activities, at this time, but will in the future, if growth continues.

Manipulation is bad.

Hedging is good.

2008 US Presidential and Congressional Elections Prediction: The Sarah Palin effect has partially evaporated, but its remains point to a close race, come Tuesday, November 4, 2008.

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#1. Explainer On Prediction Markets

Prediction markets produce dynamic, objective probabilistic predictions on the outcomes of future events by aggregating disparate pieces of information that traders bring when they agree on prices. Prediction markets are meta forecasting tools that feed on the advanced indicators (i.e., the primary sources of information). Garbage in, garbage out&#8230- Intelligence in, intelligence out&#8230-

A prediction market is a market for a contract that yields payments based on the outcome of a partially uncertain future event, such as an election. A contract pays $100 only if candidate X wins the election, and $0 otherwise. When the market price of an X contract is $60, the prediction market believes that candidate X has a 60% chance of winning the election. The price of this event derivative can be interpreted as the objective probability of the future outcome (i.e., its most statistically accurate forecast). A 60% probability means that, in a series of events each with a 60% probability, then 6 times out of 10, the favored outcome will occur- and 4 times out of 10, the unfavored outcome will occur.

Each prediction exchange organizes its own set of real-money and/or play-money markets, using either a CDA or a MSR mechanism.

More Info:

– The Best Resources On Prediction Markets = The Best External Web Links + The Best Midas Oracle Posts

– Prediction Market Science

– The Midas Oracle Explainers On Prediction Markets

– All The Midas Oracle Explainers On Prediction Markets

#2. Objective Probabilistic Predictions = Charts Of Prediction Markets

Put your mouse on your selected chart, right-click, and open the link in another browser tab to get directed to the prediction market page of your favorite exchange.

2008 US Elections

InTrade

2008 US Electoral College

2008 Electoral Map Prediction = InTrade – Electoral College Prediction Markets = Probabilistic predictions for the 2008 US presidential elections based on market data from InTrade = electoralmarkets.com

– This is a dynamic chart, which is up to date. Click on the image, and open the website in another browser tab to get the bigger version.

Intrade 2008.PRES.McCAIN > PRESIDENT.REP2008

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How frequent are arbitrage opportunities such as the following?

In addition to title, the reverse is true of OBAMA/DEM.

Do traders really think there&#8217-s some probability of McCain being elected as an idependent and Obama being replaced as the Democrat nominee?

Multi-millionaire, Republican, professor of economics Greg Mankiw uses Jason Ruspinis tax prediction markets at InTrade to assess the probability that a hypothetical John McCain presidency starting in 2009 assumes a raise in federal taxes.

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Via Marginal Revolution

P(tax hike / McCain) = 74%.

APPENDIX: Robin Hanson does not know yet who he is going to vote for, in November 2008&#8230- and feels that no scholar can help him.

2008 US ELECTORAL MAP PREDICTION: The 2008 US elections thru the prism of the prediction markets – 2008 US presidential and congressional elections – US President Prediction + US Congress Prediction – Barack Obama vs. John McCain

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#1. Explainer On Prediction Markets

Prediction markets produce dynamic, objective probabilistic predictions on the outcomes of future events by aggregating disparate pieces of information that traders bring when they agree on prices. Prediction markets are meta forecasting tools that feed on the advanced indicators (i.e., the primary sources of information). Garbage in, garbage out&#8230- Intelligence in, intelligence out&#8230-

A prediction market is a market for a contract that yields payments based on the outcome of a partially uncertain future event, such as an election. A contract pays $100 only if candidate X wins the election, and $0 otherwise. When the market price of an X contract is $60, the prediction market believes that candidate X has a 60% chance of winning the election. The price of this event derivative can be interpreted as the objective probability of the future outcome (i.e., its most statistically accurate forecast). A 60% probability means that, in a series of events each with a 60% probability, then 6 times out of 10, the favored outcome will occur- and 4 times out of 10, the unfavored outcome will occur.

Each prediction exchange organizes its own set of real-money and/or play-money markets, using either a CDA or a MSR mechanism.

More Info:

– The Best Resources On Prediction Markets = The Best External Web Links + The Best Midas Oracle Posts

– Prediction Market Science

– The Midas Oracle Explainers On Prediction Markets

– All The Midas Oracle Explainers On Prediction Markets

#2. Probabilistic Predictions = Charts Of Prediction Markets

Put your mouse on your selected chart, right-click, and open the link in another browser tab to get directed to the prediction market page of your favorite exchange.

InTrade

2008 US Electoral College

2008 Electoral Map Prediction = InTrade – Electoral College Prediction Markets = Probabilistic predictions for the 2008 US presidential elections based on market data from InTrade Ireland = electoralmarkets.com

– This is a dynamic chart, which is up to date. Click on the image, and open the website in another browser tab to get the bigger version.

Prediction Markets for the 2008 Electoral College = US Electoral Map

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Interesting blog post from Lance Fortnow on the VP prediction markets. (I will soon blog about those.)

InTrade – Electoral Markets Map

Their brand-new widget:

The vetting of the many potential Democratic vice president nominees was not as secretive as I thought. – Bo Cowgill was right, in hindsight.

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The New York Times has a recount on how Barack Obama reached his decision on Joe Biden. The final decision was probably made 10 days ago, while Barack Obama was vacationing in Hawaii.

[…] Mr. Obama’s decision had as much to do with Mr. Biden’s appeal among white working-class voters and compelling personal story, and his conclusion that the Delaware senator was &#8220-a worker.&#8221-

The important information in the NYT piece is that Barack Obama personally called governor Bill Richardson &#8220-late last week&#8221- to announce him that he was not considered anymore. That&#8217-s around the time the Joe Biden rumor began to have more weight in the media circles &#8212-see the InTrade chart below.

Bo Cowgill, back in May 2008 (when I started to act as a prophet of doom):

This is dumb. Cover them if something interesting happens. Maybe your theory will turn out to be wrong. Anyhow: Although the decision is made in secrecy, the Presidential nominees have a number incentives which we have plenty of information about. Specifically:
* They want someone who will balance their tickets in terms of geography, race and class.
* They want someone who will help with weak areas of their campaigns.
* They want someone who will be a good campaign surrogate — giving good speeches and attacking the opponents effectively.
* They want to avoid a VP who will de-motivate or offend the base.
* They want to avoid someone with a bunch of skeletons in the closet such as angry ex-wives, out-of-wedlock kids, etc.
* Etc etc.
Anyhow, I don’t see any reason to ignore these markets in case something interesting happens. I read Midas Oracle so that I don’t *have* to read a whole bunch of other websites!

Bo Cowgill was on the right track, now that I think of it &#8212-in a society where everything leaks out.

On the opposite of the spectrum, Tom Snee was too much extreme in his view:

According to Tom Snee of the Iowa Electronic Market, at Iowa University, futures markets need more hard information than they get in the veepstakes, to reliably predict a result.

Markets are very good at predicting elections, he says – but not choices being made inside Barack Obama&#8217-s or John McCain&#8217-s head.

Justin Wolfers was more measured.

So, Bo Cowgill and Justin Wolfers are the winners, on that one.

I was partially wrong. I am a bit too extreme, sometimes. (Did someone else notice that? :-D ) I need to learn more about&#8230- granularity.

PS: On the Republican side, now&#8230-

Price for 2008 Republican VP Nominee (others upon request)(expired at convention) at intrade.com

Who will be the Republican Vice Presidential Nominee?