Fortune | FORTUNE 2024年11月06日
Top data scientist: Betting markets think Trump is winning, but Harris voters have reasons to remain hopeful
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数据科学家托马斯·米勒利用PredictIt平台的赌注数据,实时预测美国总统大选选举人票的走向。他的模型在2020年大选中表现出色,如今预测结果显示,哈里斯和特朗普的支持率在选举日前夕极其接近,犹如抛硬币般难以预测。尽管赌注市场略微倾向于共和党,但米勒指出哈里斯仍有机会获胜,因为她的竞选策略更具中心主义和希望,且近期趋势向好。选举结果充满变数,赌注市场也可能因选民情绪变化而发生剧烈波动,最终结果仍需等待开票结果揭晓。

🤔 **实时选举人票预测:** 数据科学家米勒利用PredictIt平台的赌注数据,创建了一个实时显示选举人票数的网站virtualtout.io,如同股票行情一样,实时反映候选人的支持率变化。

📊 **赌注市场显示胶着局势:** 选举日前夕,赌注市场显示哈里斯和特朗普的支持率极其接近,就像抛硬币一样难以预测,反映出选情十分胶着。

📈 **哈里斯仍有机会:** 尽管赌注市场略微偏向共和党,但米勒认为哈里斯的中心主义和希望的竞选信息以及近期趋势向好,让她仍有机会获胜。

🔄 **赌注市场易受波动:** 赌注市场容易受到选民情绪和新信息的影响,选民在最后时刻可能改变想法,导致赌注市场发生剧烈波动,最终结果难以预测。

🗳️ **最终结果待开票:** 最终选举结果需要等待开票结果才能揭晓,目前选情充满变数,赌注市场也可能发生剧烈变化。

In the run-up to Election Day, Data scientist Thomas Miller has introduced a first in handicapping presidential elections: A “ticker-tape” that presents the electoral vote (EV) count each candidate commands, practically in real time. It looks just like the live feed of share prices you see at the bottom on the screen on Bloomberg Television and CNBC. Check out the site, virtualtout.io. Believe me, it’s addictive.Miller, a professor at Northwestern University, bases his forecasts not on polls, the pundits’ views, or the takes from such “fundamental” analysts as “Nostradamus” Allan Lichtman of American University, but betting prices. His sources are the odds posted on the platform he rates as most trustworthy, PredictIt. He deploys a proprietary model that translates the PredicIt odds into EVs; it’s a system that proved highly accurate in calling both the outcomes and margins of victory in the 2020 presidential race, and the two Georgia Senate runoffs that followed, both clinched by Democrats.Before unveiling virtualtout.io just a few days ago, Miller updated his the wagering forecast each day at midnight. Since late September, the race’s trajectory tracking those postings careened wildly. On September 20, shortly after her big win in the debate, Harris boasted a gigantic lead of around 200 EVs. Trump surged back beginning early last month, and by October 26 had built an advantage that almost equalled Harris’ bulge five weeks earlier. With nine days left, It appeared that Trump was coasting to an easy win.Harris’ fortunes improved dramatically following Trump’s six hour rally at Madison Square Garden, a chest-thumping extravaganza that the bettors reckoned would antagonize female voters on the fence. On November 2, Harris regained the lead at 301 EVs, for an edge of 57.But buckle your seatbelts and grab your hats: The rollercoaster took still another lurching turn: At the close of November 4, Trump vaulted back in front, though by a super-slim 12 EVs.On the morning of November 5, the Data Scientist’s odds show heavy betting that Trump will winOn Election Day-eve, the virtualtout.io—it’s updated every minute—showed the EV counts for Trump and Harris toggling back and forth around the 270 needed to win. Put simply, the bettors were calling the race what the experts have been claiming and polls been showing for weeks: A coin flip. But the next morning as Americans headed to the polls, the outlook shifted once again. Trump’s been consistently ahead so far today. But his lead has varied from big to narrow. Miller cautions that the contest remains highly volatile in its waning hours, and could take still another unexpected turn—this one towards Harris. He notes that November 4 was the most active trading day of the campaign on PredictIt; 518 thousand shares changed hands, over ten times the average over the last few months. And Miller expects even higher trading today. That frenzied activity, he judges, highlights that hordes already wagering on PredictIT are still changing their minds about which contender to put their money on, and that sundry new players are crowding the site, and placing bets that could arrive in waves, changing the course of the election.He cites five reasons why the Dems should still harbor hopes. First, as of midnight on the 4th, the counts were extremely close, with Trump ahead by just a dozen EVs. in Miller’s words, “just a state or two.” Second, Miller stresses that the betting markets, including PredictIt, are biased toward the Republicans. That’s because the majority of participants are males who often wager on sports. “You have a big gender gap favoring Democrats in the election, and also a gender gap in the prediction markets,” says Miller. “It’s not as great as for the electorate, but it exists. Also, though betters are backing whom they expect to win, there’s a slight tilt towards whom they want to win, and that also helps the Republican odds.” Miller corrects for the Republican bias using the same methodology he deployed in the 2020 races. But the data scientist’s unsure he made a big enough recalibration towards the Democratic side. He acknowledges that if his model doesn’t sufficiently discount the GOP tilt, the space Trump from Harris on virtualtout.io early on Election Day may be much smaller, or even nil.Third, Miller argues that though the “technicals,” represented by the betting odds, and to some extend, the polls, lean towards Trump, the “fudamentals” should boost Harris’ chances. Among the campaign staples she’s advocating and that usually win, he says, is a centrist, hopeful and upbeat message versus Trump’s extreme positions and negative messaging on immigrants and an economy that’s actually displaying good numbers overall.Fourth, most of the movement in the past week has been decisively in Harris’ direction. Miller says that longer-term trend may be more significant than the Trump spike on November 5.Fifth, Harris’ closing message emphasizing that she wants to work across the political spectrum, taking the best ideas from such progressives as AOC and inviting a Republican to join her cabinet, is highly effective in Miller’s view. “Americans want to see both sides working together, and that’s what she’s advocating by reaching out to Republican voters,” he declares.“The bettors think Trump will win,” Miller avows. Although his model’s was right on in 2020, he’s a lot less sure it’s the North Star this time, especially because the GOP tilt on PredictIt is so hard to gauge. “The ticker will be showing all the twists and turns, which way heading race all night, well before the networks call the crucial states,” he concludes. “Things could get wild. I don’t see a definitive, set pattern being established until the returns start coming in. The bettors will change their minds if they see Pennsylvania or North Carolina turning blue. With the data we’re seeing, the market could be dominated by day traders. But in this contest, the one certainty is that nothing’s been predictable, and for Miller, even the folks risking their own money, who usually get it right in his predictions, may be getting it wrong.Upcoming event: Join business's brightest minds and boldest leaders at the Fortune Global Forum, convening November 11 and 12 in New York City. Thought-provoking sessions and off-the-record discussions feature Fortune 500 CEOs, former Cabinet members and global Ambassadors, and 7x world champion Tom Brady–among many others.

See the full agenda here, or request your invitation.

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美国总统大选 选举预测 赌注市场 PredictIt 选举人票
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