Educator, Scientist. Sports & Political Data Analyst. Other social media: RealCarlAllen 📖 Book: *The Polls Weren't Wrong* out now

Ohio, USA
Joined January 2013
I fully expect DMs, EMs, etc to blow up in the next 48 hrs If I don't respond, don't worry. I know who has supported my work and I won't lose sight of that If you'd like to join me in developing a set of unified scientific standards for this field, my book is available in bio
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Simpson is a below average MLB hitter whose elite contact rate & speed make him serviceable The fact that statistical illiterates use him (and/or Arraez) as their shining example of what Real Baseball looks like tells me they have no idea what it takes to score runs in baseball
Barrels is another useless #nerd stat! #shegone
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Carl Allen retweeted
Found this piece by @RealCarlAllen informative: realcarlallen.substack.com/p…
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"He was only 17% to win, then he won! Predict markets was wrong!"
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Carl Allen retweeted
Replying to @NateSilver538
Reminder that comparing poll margin to election margin to determine "most accurate" pollster is statistical incompetence It operationalizes the assumption that undecideds split evenly, and disregards the high probability that even a perfectly accurate poll won't hit the margin
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One of the most unscientific things people like Nate Silver does is declare which pollsters are best based on how well their polls "predict the margin" See below: even a PERFECTLY ACCURATE POLL can be graded as highly inaccurate, because of the assumption undecideds split evenly
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"the probability of this outcome exists and can be quantified, but existing methods neither report nor estimate it" @NateSilver538 (and @AAPOR as far as I know) literally declares with certainty that they know: 1) Which polls were more accurate 2) How accurate they were Wrong
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Stat nerds: hitting the ball hard and in the air is good. Casuals: noooooooooo
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5 events with probability 83% happen Silence 1 event with probability 17% happen *Uncontrollable screeching* I guess statistical illiteracy keeps me employed
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Behold The Prediction Market Hater Paradox
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Just a reminder for the statistical illiterates that if prediction markets assign the correct probability, then events they assign a 15% probability to will happen between 1/6 to 1/7 times
Just a reminder for all the polymarket is destiny stuff that Lula was at 15% the day before the election.
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"Poll error in Brazil" No there wasn't. Poll aggregators who didn't lie and dismiss undecideds had Bolsonaro around 48. If you compare poll margin to election margin and call the discrepancy "poll error" you are fundamentally ignorant of what polls measure
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I didn't have a stake in Brazil elections. I did not build a forecast, and I'd say markets pricing Bolsonaro as a medium favorite were reasonable But here were the results from R1 Lula + left wing parties (PSD, Avante) = 51 Bolsonaro + right wing parties (Mission, Novo) = 49
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Unless Republicans win by 18 nationwide, this poll is wrong If you can explain why that is flawed logic, you understand why the assertion that undecideds will split evenly to major candidates (and any discrepancy is a poll error, making the poll wrong) is also flawed.
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What did Carl teach you about high undecided poll data?
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The direction of photographer error in recent years: *2004: even bigger anti-US bias *2008: huge anti-US bias *2012: anti-US bias *2016: unbiased *2020: US bias *2024: anti-US bias
The direction of polling error in recent years: * 2008: Unbiased * 2010: Unbiased * 2012: R bias * 2014: D bias * 2016: D bias * 2018: Unbiased * 2020: Even bigger D bias * 2022: Unbiased * 2024: D bias, less than 2016/2020 * 2025 (e.g. NJ/VA): Big R bias
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I think the Dem margin in North Carolina will be larger than the Republican margin in Mississippi, and maybe Florida.
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The hardest throwing starting pitcher in the history of baseball is also the best pitcher in baseball No wonder boomers are so mad!
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And one of the fastest players in history with 0 career home runs batting 3rd 🤣
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There are a lot of possibilities this election. I'll divide them into 4 ~equally likely bins 1) Rs hold Senate: narrow wins in notoriously purple states like.. Uhh Texas, Ohio, Kansas, and Iowa Leaves Rs taking a victory lap and Nate Silver loudly declaring "polls was wrong!"
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3) Dems win all states they're favored in, plus KS and/or IA. 4) Dems win all of the above, plus some surprising state(s) like Nebraska, South Carolina in which case polling is dismissed as irredeemably broken I personally think 1 is more likely than 3, but that doesn't matter
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What matters here is - even in generic ranges - no one KNOWS what will happen Lots of people will try to convince you otherwise. Strictly by chance (about 1/4 in fact) some of them will guess correctly Don't be tricked. Smart people quantify uncertainty, they don't wish it away
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