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Alexei OvsyannikovA fascinating data science dilemmaAn ai model notices shark attacks strongly correlate with ice cream sales. The predictive power is great 😸 But it completely misses the actual cause: hot weatherSo the classic question: is a strong correlation enough for a model or is understanding true causality essential? What's your take?<a href="https://pkm.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#ai</a> <a href="https://pkm.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#ml</a> <a href="https://pkm.social/tags/causality" class="mention hashtag" rel="nofollow noopener" target="_blank">#causality</a> <a href="https://pkm.social/tags/correlation" class="mention hashtag" rel="nofollow noopener" target="_blank">#correlation</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #381 In psychology everything mediates everythingThoughts: Another great explanation of the pitfalls of mediation analysis. Mediation is not a simple procedure and require strong theory.<a href="https://mastodon.social/tags/mediation" class="mention hashtag" rel="nofollow noopener" target="_blank">#mediation</a> <a href="https://mastodon.social/tags/QRPs" class="mention hashtag" rel="nofollow noopener" target="_blank">#QRPs</a> <a href="https://mastodon.social/tags/correlation" class="mention hashtag" rel="nofollow noopener" target="_blank">#correlation</a> <a href="https://mastodon.social/tags/regression" class="mention hashtag" rel="nofollow noopener" target="_blank">#regression</a> <a href="https://mastodon.social/tags/PROCESS" class="mention hashtag" rel="nofollow noopener" target="_blank">#PROCESS</a><a href="https://steamtraen.blogspot.com/2020/04/in-psychology-everything-mediates.html?m=1" rel="nofollow noopener" translate="no" target="_blank">https://steamtraen.blogspot.com/2020/04/in-psychology-everything-mediates.html?m=1</a>

Paul J Wege<a href="https://qoto.org/@garyackerman" class="u-url mention" rel="nofollow noopener" target="_blank">@garyackerman</a> Half of American adults voted for Donald Trump as a king. This marks the fastest fascism adaption rate in history. <a href="https://kanoa.de/tags/Causation" class="mention hashtag" rel="nofollow noopener" target="_blank">#Causation</a> or <a href="https://kanoa.de/tags/Correlation" class="mention hashtag" rel="nofollow noopener" target="_blank">#Correlation</a> ?🤷‍♀️

Gregor KosEvery time I look at my student advising account the email count goes up by 10. I really should stop looking, then I will not have to answer. Anything. <a href="https://mstdn.ca/tags/correlation" class="mention hashtag" rel="nofollow noopener" target="_blank">#correlation</a> is not <a href="https://mstdn.ca/tags/causation" class="mention hashtag" rel="nofollow noopener" target="_blank">#causation</a> <a href="https://mstdn.ca/tags/academicchatter" class="mention hashtag" rel="nofollow noopener" target="_blank">#academicchatter</a>

LLMsPython in Excel: How to do rolling correlations As a financial analyst, you often want to trace how relationships between asset returns evolve over time. Maybe you’re looking to understand divers... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Blog" target="_blank">#Blog</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Business" target="_blank">#Business</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Analytics" target="_blank">#Analytics</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Excel" target="_blank">#Excel</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/asset" target="_blank">#asset</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/returns" target="_blank">#returns</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/correlation" target="_blank">#correlation</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/analysis" target="_blank">#analysis</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/correlation" target="_blank">#correlation</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/trends" target="_blank">#trends</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/diversification" target="_blank">#diversification</a> <a href="https://stringfestanalytics.com/python-in-excel-how-to-do-rolling-correlations/" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=IxpL9DJCOKvQL8xCkXoksaoaf1U&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

Sam BentI2P bandwidth throttling prevents correlation. Set share percentage to 80 percent. Limit bandwidth to 80 percent capacity. Leave headroom for tunnel building. <a href="https://mastodon.social/tags/I2P" class="mention hashtag" rel="nofollow noopener" target="_blank">#I2P</a> <a href="https://mastodon.social/tags/Bandwidth" class="mention hashtag" rel="nofollow noopener" target="_blank">#Bandwidth</a> <a href="https://mastodon.social/tags/Correlation" class="mention hashtag" rel="nofollow noopener" target="_blank">#Correlation</a> <a href="https://mastodon.social/tags/Traffic" class="mention hashtag" rel="nofollow noopener" target="_blank">#Traffic</a>

Arthur Charpentier ⏚ 🇨🇦Sign outside the public library at West Pittston, Pa., October 2016 <a href="https://www.futilitycloset.com/2025/06/22/noted-25/" rel="nofollow noopener" translate="no" target="_blank">https://www.futilitycloset.com/2025/06/22/noted-25/</a> <a href="https://mastodon.social/tags/causality" class="mention hashtag" rel="nofollow noopener" target="_blank">#causality</a> <a href="https://mastodon.social/tags/coincidence" class="mention hashtag" rel="nofollow noopener" target="_blank">#coincidence</a> <a href="https://mastodon.social/tags/correlation" class="mention hashtag" rel="nofollow noopener" target="_blank">#correlation</a>

Ruben ~ Kedara.eu<a href="https://kedara.social/tags/til" class="mention hashtag" rel="nofollow noopener" target="_blank">#TIL</a> at work: sometimes, it may be okay to force a linear regression through the origin. Normally speaking, you should use "y=ax+b" as model for your linear regressions and correlation indices. Because fixing "b=0" introduces a bias in the estimator "a". However, today, someone argued that if you're using a regression to measure the predictive power of a model with respect to measurement data, you should fix "b=0". Now, intuitively this makes some sense, but I haven't been able to find clear proof pro or against it. So, if you know more about this *and* have relevant references to papers to backup your claim, I'd very much love to hear from you. Statistics is not really my field. <a href="https://kedara.social/tags/correlation" class="mention hashtag" rel="nofollow noopener" target="_blank">#correlation</a> <a href="https://kedara.social/tags/regression" class="mention hashtag" rel="nofollow noopener" target="_blank">#regression</a> <a href="https://kedara.social/tags/stats" class="mention hashtag" rel="nofollow noopener" target="_blank">#stats</a> <a href="https://kedara.social/tags/statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#statistics</a> <a href="https://kedara.social/tags/math" class="mention hashtag" rel="nofollow noopener" target="_blank">#math</a> <a href="https://kedara.social/tags/maths" class="mention hashtag" rel="nofollow noopener" target="_blank">#maths</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #365 ZH: An updated version of Steiger's Z and web-based calculator for testing the statistical significance of the difference between dependent correlationsThoughts: Cor comparisons is rarely done.<a href="https://mastodon.social/tags/correlation" class="mention hashtag" rel="nofollow noopener" target="_blank">#correlation</a> <a href="https://mastodon.social/tags/steigerz" class="mention hashtag" rel="nofollow noopener" target="_blank">#steigerz</a> <a href="https://mastodon.social/tags/webcalculator" class="mention hashtag" rel="nofollow noopener" target="_blank">#webcalculator</a><a href="https://www.psychmike.com/dependent_correlations.php" rel="nofollow noopener" translate="no" target="_blank">https://www.psychmike.com/dependent_correlations.php</a>

RememberUsAlwaysAnyone else see the 3 decade <a href="https://newsie.social/tags/correlation" class="mention hashtag" rel="nofollow noopener" target="_blank">#correlation</a> between money allowed in political campaigns and corruption allowed in US Government? <a href="https://newsie.social/tags/SCOTUS" class="mention hashtag" rel="nofollow noopener" target="_blank">#SCOTUS</a> <a href="https://newsie.social/tags/Citizensunited" class="mention hashtag" rel="nofollow noopener" target="_blank">#Citizensunited</a> <a href="https://newsie.social/tags/statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#statistics</a> <a href="https://newsie.social/tags/math" class="mention hashtag" rel="nofollow noopener" target="_blank">#math</a> <a href="https://newsie.social/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#science</a> <a href="https://newsie.social/tags/fediverse" class="mention hashtag" rel="nofollow noopener" target="_blank">#fediverse</a> <a href="https://newsie.social/tags/election2026" class="mention hashtag" rel="nofollow noopener" target="_blank">#election2026</a> <a href="https://newsie.social/tags/2026election" class="mention hashtag" rel="nofollow noopener" target="_blank">#2026election</a>

Yonhap Infomax NewsBespoke Investment Group reports that the correlation between Nvidia shares and the S&P 500 index has declined from near 0.9 last year to around 0.75, signaling reduced market dependence on the AI chipmaker's stock performance. <a href="https://mastodon.social/tags/YonhapInfomax" class="mention hashtag" rel="nofollow noopener" target="_blank">#YonhapInfomax</a> <a href="https://mastodon.social/tags/Nvidia" class="mention hashtag" rel="nofollow noopener" target="_blank">#Nvidia</a> <a href="https://mastodon.social/tags/SP500" class="mention hashtag" rel="nofollow noopener" target="_blank">#SP500</a> <a href="https://mastodon.social/tags/BespokeInvestmentGroup" class="mention hashtag" rel="nofollow noopener" target="_blank">#BespokeInvestmentGroup</a> <a href="https://mastodon.social/tags/Correlation" class="mention hashtag" rel="nofollow noopener" target="_blank">#Correlation</a> <a href="https://mastodon.social/tags/MarketCapitalization" class="mention hashtag" rel="nofollow noopener" target="_blank">#MarketCapitalization</a> <a href="https://mastodon.social/tags/Economics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Economics</a> <a href="https://mastodon.social/tags/FinancialMarkets" class="mention hashtag" rel="nofollow noopener" target="_blank">#FinancialMarkets</a> <a href="https://mastodon.social/tags/Banking" class="mention hashtag" rel="nofollow noopener" target="_blank">#Banking</a> <a href="https://mastodon.social/tags/Securities" class="mention hashtag" rel="nofollow noopener" target="_blank">#Securities</a> <a href="https://mastodon.social/tags/Bonds" class="mention hashtag" rel="nofollow noopener" target="_blank">#Bonds</a> <a href="https://mastodon.social/tags/StockMarket" class="mention hashtag" rel="nofollow noopener" target="_blank">#StockMarket</a> <a href="https://en.infomaxai.com/news/articleView.html?idxno=65204" rel="nofollow noopener" translate="no" target="_blank">https://en.infomaxai.com/news/articleView.html?idxno=65204</a>

apiechaPainting on paper, 20 x 30 cm: Ambiguous impulses for your mental cinema! <a href="https://muenster.im/tags/kunst" class="mention hashtag" rel="nofollow noopener" target="_blank">#kunst</a> <a href="https://muenster.im/tags/contemporaryArt" class="mention hashtag" rel="nofollow noopener" target="_blank">#contemporaryArt</a> <a href="https://muenster.im/tags/mentalCinema" class="mention hashtag" rel="nofollow noopener" target="_blank">#mentalCinema</a> <a href="https://muenster.im/tags/analogArt" class="mention hashtag" rel="nofollow noopener" target="_blank">#analogArt</a> <a href="https://muenster.im/tags/painting" class="mention hashtag" rel="nofollow noopener" target="_blank">#painting</a> <a href="https://muenster.im/tags/rubberStamp" class="mention hashtag" rel="nofollow noopener" target="_blank">#rubberStamp</a> <a href="https://muenster.im/tags/reliefPrinting" class="mention hashtag" rel="nofollow noopener" target="_blank">#reliefPrinting</a> <a href="https://muenster.im/tags/saveBioDiversity" class="mention hashtag" rel="nofollow noopener" target="_blank">#saveBioDiversity</a> <a href="https://muenster.im/tags/climateActionNow" class="mention hashtag" rel="nofollow noopener" target="_blank">#climateActionNow</a> <a href="https://muenster.im/tags/systemChange" class="mention hashtag" rel="nofollow noopener" target="_blank">#systemChange</a> <a href="https://muenster.im/tags/endFossilFuels" class="mention hashtag" rel="nofollow noopener" target="_blank">#endFossilFuels</a> <a href="https://muenster.im/tags/makeArtNotWar" class="mention hashtag" rel="nofollow noopener" target="_blank">#makeArtNotWar</a> <a href="https://muenster.im/tags/noAFD" class="mention hashtag" rel="nofollow noopener" target="_blank">#noAFD</a> <a href="https://muenster.im/tags/NoRacism" class="mention hashtag" rel="nofollow noopener" target="_blank">#NoRacism</a> <a href="https://muenster.im/tags/NoFascism" class="mention hashtag" rel="nofollow noopener" target="_blank">#NoFascism</a> <a href="https://muenster.im/tags/humanRights" class="mention hashtag" rel="nofollow noopener" target="_blank">#humanRights</a> <a href="https://muenster.im/tags/humanDignity" class="mention hashtag" rel="nofollow noopener" target="_blank">#humanDignity</a> <a href="https://muenster.im/tags/%D0%9D%D0%B5%D1%82%D0%B2%D0%BE%D0%B9%D0%BD%D1%8B" class="mention hashtag" rel="nofollow noopener" target="_blank">#Нетвойны</a> <a href="https://muenster.im/tags/scribbles" class="mention hashtag" rel="nofollow noopener" target="_blank">#scribbles</a> <a href="https://muenster.im/tags/dots" class="mention hashtag" rel="nofollow noopener" target="_blank">#dots</a> <a href="https://muenster.im/tags/tinCan" class="mention hashtag" rel="nofollow noopener" target="_blank">#tinCan</a> <a href="https://muenster.im/tags/frogs" class="mention hashtag" rel="nofollow noopener" target="_blank">#frogs</a> <a href="https://muenster.im/tags/amphibians" class="mention hashtag" rel="nofollow noopener" target="_blank">#amphibians</a> <a href="https://muenster.im/tags/flag" class="mention hashtag" rel="nofollow noopener" target="_blank">#flag</a> <a href="https://muenster.im/tags/questions" class="mention hashtag" rel="nofollow noopener" target="_blank">#questions</a> <a href="https://muenster.im/tags/why" class="mention hashtag" rel="nofollow noopener" target="_blank">#why</a> <a href="https://muenster.im/tags/reasons" class="mention hashtag" rel="nofollow noopener" target="_blank">#reasons</a> <a href="https://muenster.im/tags/because" class="mention hashtag" rel="nofollow noopener" target="_blank">#because</a> <a href="https://muenster.im/tags/causality" class="mention hashtag" rel="nofollow noopener" target="_blank">#causality</a> <a href="https://muenster.im/tags/correlation" class="mention hashtag" rel="nofollow noopener" target="_blank">#correlation</a>

NasdaqRobinhood's Vlad Tenev Once Deemed HOOD Stock 'Highly Correlated' With Bitcoin—Here... <a href="https://www.benzinga.com/markets/cryptocurrency/25/04/44892417/robinhoods-vlad-tenev-once-deemed-hood-stock-highly-correlated-with-bitcoin-heres-how-the-" rel="nofollow noopener" target="_blank">https://www.benzinga.com/markets/cryptocurrency/25/04/44892417/robinhoods-vlad-tenev-once-deemed-hood-stock-highly-correlated-with-bitcoin-heres-how-the-</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/$BTC" target="_blank">#$BTC</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Bitcoin" target="_blank">#Bitcoin</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Correlation" target="_blank">#Correlation</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Cryptocurrency" target="_blank">#Cryptocurrency</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/HOOD" target="_blank">#HOOD</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/HOOD" target="_blank">#HOOD</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/KeyProj" target="_blank">#KeyProj</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/News" target="_blank">#News</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Vlad" target="_blank">#Vlad</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Tenev" target="_blank">#Tenev</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Markets" target="_blank">#Markets</a> <a href="https://awakari.com/pub-msg.html?id=SPYoygffc0TrPd1AW1bP09X6RM0&interestId=Nasdaq" rel="nofollow noopener" target="_blank">Result Details</a>

Andrew ShieldsWhile Uneven and Don Q milled around Hush Money House, Vanza visited the Good Shepherd, who then died. <a href="https://mas.to/tags/111Words" class="mention hashtag" rel="nofollow noopener" target="_blank">#111Words</a> <a href="https://mas.to/tags/DonQ" class="mention hashtag" rel="nofollow noopener" target="_blank">#DonQ</a> <a href="https://mas.to/tags/Uneven" class="mention hashtag" rel="nofollow noopener" target="_blank">#Uneven</a> <a href="https://mas.to/tags/HushMoneyHouse" class="mention hashtag" rel="nofollow noopener" target="_blank">#HushMoneyHouse</a> <a href="https://mas.to/tags/Plunderland" class="mention hashtag" rel="nofollow noopener" target="_blank">#Plunderland</a> <a href="https://mas.to/tags/Vanza" class="mention hashtag" rel="nofollow noopener" target="_blank">#Vanza</a> <a href="https://mas.to/tags/TheGoodShepherd" class="mention hashtag" rel="nofollow noopener" target="_blank">#TheGoodShepherd</a> <a href="https://mas.to/tags/TheOrderOfLove" class="mention hashtag" rel="nofollow noopener" target="_blank">#TheOrderOfLove</a> <a href="https://mas.to/tags/ResurrectionDay" class="mention hashtag" rel="nofollow noopener" target="_blank">#ResurrectionDay</a> <a href="https://mas.to/tags/Correlation" class="mention hashtag" rel="nofollow noopener" target="_blank">#Correlation</a> <a href="https://mas.to/tags/Causation" class="mention hashtag" rel="nofollow noopener" target="_blank">#Causation</a> <a href="https://andrewjshields.blogspot.com/2025/04/while-uneven-and-don-q-milled-around.html" rel="nofollow noopener" translate="no" target="_blank">https://andrewjshields.blogspot.com/2025/04/while-uneven-and-don-q-milled-around.html</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #305 The Fallacy of Employing Standardized Regression Coefficients and Correlations ad Measures of EffectThoughts: Everyone loves effect sizes, but mind how you compute and interpret them.<a href="https://mastodon.social/tags/regression" class="mention hashtag" rel="nofollow noopener" target="_blank">#regression</a> <a href="https://mastodon.social/tags/effectsize" class="mention hashtag" rel="nofollow noopener" target="_blank">#effectsize</a> <a href="https://mastodon.social/tags/correlation" class="mention hashtag" rel="nofollow noopener" target="_blank">#correlation</a> <a href="https://mastodon.social/tags/fallacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#fallacy</a><a href="https://doi.org/10.1093/oxfordjournals.aje.a114229" rel="nofollow noopener" translate="no" target="_blank">https://doi.org/10.1093/oxfordjournals.aje.a114229</a>

2rZiKKbOU3nTafniR2qMMSE0gwZLloyds Secures Patents for Methodology That Assesses Cybersecurity Alerts Lloyds Banking Group se... <a href="https://www.pymnts.com/cybersecurity/2025/report-lloyds-secures-patents-for-methodology-that-assesses-cybersecurity-alerts/" rel="nofollow noopener" target="_blank">https://www.pymnts.com/cybersecurity/2025/report-lloyds-secures-patents-for-methodology-that-assesses-cybersecurity-alerts/</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Cybersecurity" target="_blank">#Cybersecurity</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/AI" target="_blank">#AI</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/artificial" target="_blank">#artificial</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/intelligence" target="_blank">#intelligence</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/cybersecurity" target="_blank">#cybersecurity</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/alerts" target="_blank">#alerts</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Global" target="_blank">#Global</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Correlation" target="_blank">#Correlation</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Engine" target="_blank">#Engine</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/lloyds" target="_blank">#lloyds</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/bank" target="_blank">#bank</a> <a href="https://awakari.com/pub-msg.html?id=0AnEkcDCb61l21bRr9aremoptGy" rel="nofollow noopener" target="_blank">Event Attributes</a>

2rZiKKbOU3nTafniR2qMMSE0gwZReport: Lloyds Secures Patents for Methodology That Assesses Cybersecurity Alerts Lloyds Banking ... <a href="https://www.pymnts.com/cybersecurity/2025/report-lloyds-secures-patents-for-methodology-that-assesses-cybersecurity-alerts/" rel="nofollow noopener" target="_blank">https://www.pymnts.com/cybersecurity/2025/report-lloyds-secures-patents-for-methodology-that-assesses-cybersecurity-alerts/</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Cybersecurity" target="_blank">#Cybersecurity</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/AI" target="_blank">#AI</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/artificial" target="_blank">#artificial</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/intelligence" target="_blank">#intelligence</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/cybersecurity" target="_blank">#cybersecurity</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/alerts" target="_blank">#alerts</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Global" target="_blank">#Global</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Correlation" target="_blank">#Correlation</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Engine" target="_blank">#Engine</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/lloyds" target="_blank">#lloyds</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/bank" target="_blank">#bank</a> <a href="https://awakari.com/pub-msg.html?id=JOH9mbfMJNTmNESGJAheNMrgfQG" rel="nofollow noopener" target="_blank">Event Attributes</a>

Justin BuzzardQuality Humor - Correlation and Cause; two elements to be on the lookout in the workplace when issues arise. Just don't mix them up. <a href="https://mastodon.social/tags/quality" class="mention hashtag" rel="nofollow noopener" target="_blank">#quality</a> <a href="https://mastodon.social/tags/humor" class="mention hashtag" rel="nofollow noopener" target="_blank">#humor</a> <a href="https://mastodon.social/tags/cause" class="mention hashtag" rel="nofollow noopener" target="_blank">#cause</a> <a href="https://mastodon.social/tags/correlation" class="mention hashtag" rel="nofollow noopener" target="_blank">#correlation</a> <a href="https://mastodon.social/tags/issue" class="mention hashtag" rel="nofollow noopener" target="_blank">#issue</a>

Hassmeister<a href="https://www.aponet.de/artikel/refluxkrankheit-und-tinnitus-treten-oft-gemeinsam-auf-31361" rel="nofollow noopener" translate="no" target="_blank">https://www.aponet.de/artikel/refluxkrankheit-und-tinnitus-treten-oft-gemeinsam-auf-31361</a><a href="https://mas.to/tags/Tinnitus" class="mention hashtag" rel="nofollow noopener" target="_blank">#Tinnitus</a> <a href="https://mas.to/tags/Reflux" class="mention hashtag" rel="nofollow noopener" target="_blank">#Reflux</a> <a href="https://mas.to/tags/Correlation" class="mention hashtag" rel="nofollow noopener" target="_blank">#Correlation</a>

Eric Maugendre<a href="https://a.gup.pe/u/data" class="u-url mention" rel="nofollow noopener" target="_blank">@data</a> <a href="https://a.gup.pe/u/datadon" class="u-url mention" rel="nofollow noopener" target="_blank">@datadon</a> 🧵How to assess a statistical model? How to choose between variables?Pearson's <a href="https://hachyderm.io/tags/correlation" class="mention hashtag" rel="nofollow noopener" target="_blank">#correlation</a> is irrelevant if you suspect that the relationship is not a straight line.If monotonic relationship: "<a href="https://hachyderm.io/tags/Spearman" class="mention hashtag" rel="nofollow noopener" target="_blank">#Spearman</a>’s rho is particularly useful for small samples where weak correlations are expected, as it can detect subtle monotonic trends." It is "widespread across disciplines where the measurement precision is not guaranteed". "<a href="https://hachyderm.io/tags/Kendall" class="mention hashtag" rel="nofollow noopener" target="_blank">#Kendall</a>’s Tau-b is less affected [than Spearman’s rho] by outliers in the data, making it a robust option for datasets with extreme values." Ref: <a href="https://statisticseasily.com/kendall-tau-b-vs-spearman/" rel="nofollow noopener" translate="no" target="_blank">https://statisticseasily.com/kendall-tau-b-vs-spearman/</a><a href="https://hachyderm.io/tags/normality" class="mention hashtag" rel="nofollow noopener" target="_blank">#normality</a> <a href="https://hachyderm.io/tags/normalDistribution" class="mention hashtag" rel="nofollow noopener" target="_blank">#normalDistribution</a> <a href="https://hachyderm.io/tags/modeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#modeling</a> <a href="https://hachyderm.io/tags/dataDev" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataDev</a> <a href="https://hachyderm.io/tags/AIDev" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIDev</a> <a href="https://hachyderm.io/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#ML</a> <a href="https://hachyderm.io/tags/modelEvaluation" class="mention hashtag" rel="nofollow noopener" target="_blank">#modelEvaluation</a> <a href="https://hachyderm.io/tags/regression" class="mention hashtag" rel="nofollow noopener" target="_blank">#regression</a> <a href="https://hachyderm.io/tags/modelling" class="mention hashtag" rel="nofollow noopener" target="_blank">#modelling</a> <a href="https://hachyderm.io/tags/dataLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataLearning</a> <a href="https://hachyderm.io/tags/featureEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#featureEngineering</a> <a href="https://hachyderm.io/tags/linearRegression" class="mention hashtag" rel="nofollow noopener" target="_blank">#linearRegression</a> <a href="https://hachyderm.io/tags/modeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#modeling</a> <a href="https://hachyderm.io/tags/probability" class="mention hashtag" rel="nofollow noopener" target="_blank">#probability</a> <a href="https://hachyderm.io/tags/probabilities" class="mention hashtag" rel="nofollow noopener" target="_blank">#probabilities</a> <a href="https://hachyderm.io/tags/statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#statistics</a> <a href="https://hachyderm.io/tags/stats" class="mention hashtag" rel="nofollow noopener" target="_blank">#stats</a> <a href="https://hachyderm.io/tags/correctionRatio" class="mention hashtag" rel="nofollow noopener" target="_blank">#correctionRatio</a> <a href="https://hachyderm.io/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#ML</a> <a href="https://hachyderm.io/tags/Pearson" class="mention hashtag" rel="nofollow noopener" target="_blank">#Pearson</a> <a href="https://hachyderm.io/tags/bias" class="mention hashtag" rel="nofollow noopener" target="_blank">#bias</a> <a href="https://hachyderm.io/tags/regressionRedress" class="mention hashtag" rel="nofollow noopener" target="_blank">#regressionRedress</a> <a href="https://hachyderm.io/tags/distributions" class="mention hashtag" rel="nofollow noopener" target="_blank">#distributions</a>

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