New Election Model Machinery: A Look Under the Hood
http://www.nytimes.com/2014/05/06/upshot/new-election-model-machinery-a-look-under-the-hood.html?_r=0
John Sides, Ben Highton and Eric McGhee of The Monkey Cage have started Election Lab, a Senate forecasting model at The Washington Post. Their model gives Republicans more than an 80 percent chance of retaking the Senate; thats much more than the 54 percent chance that Leo, The Upshots Senate model, gives the G.O.P. Its also better odds than many Republican strategists give their party. In a recent survey by Reid J. Epstein of The Wall Street Journal, Kevin Madden, a former aide to Mitt Romney, gave the party a 65 percent chance of taking the Senate. John Brabender, Rick Santorums former campaign manager, put the odds at 75 percent.
As weve written before, we plan to tell you not only about the assumptions behind The Upshots Senate model but also to explain why and how it differs from others. So what explains the difference between Election Lab and Leo? Some of the biggest discrepancies are in less obviously competitive races, where The Post tends to give Republicans a far greater chance of victory. The Post gives the G.O.P. a 12 to 24 percent chance of defeating Democratic incumbents in Delaware, Massachusetts, New Mexico, New Jersey, Oregon and Minnesota. Leo, on the other hand, gives Republicans a one to six percent chance of winning in these states.
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The Post is also more optimistic about the G.O.P.'s chances in New Hampshire, where the former Massachusetts senator Scott Brown is an impressive challenger on paper to Jeanne Shaheen, the incumbent senator, but trails by a significant margin in public opinion polls. Similarly, The Post is more optimistic about Republicans odds in Iowa. In a message on Twitter, the Monkey Cage modelers said that they had not yet incorporated fund-raising data there, but that when they add such data, the Democrats chances will appear to be stronger.
Leo and The Post also take different approaches in dealing with races in which the primaries have yet to take place. Instead of incorporating information about the candidates who are running and estimating each candidates odds of winning the nomination, the Post model assumes that a candidate of typical quality will emerge.
Monkey cage? Maybe it's to honor the chimpster.