--- title: "Meaning & Key Takeaway of: Most of you will have heard the maxim…" description: "\"“Most of you will have heard the maxim \"correlation does not imply causation.\" Just because two variables have a statistical relationship with each oth..." image: "https://sms4smile.com/quotes/i/633/nate-silver-3166_causation_most-of-you-will-have-heard-the-maxim-co_253750.jpg" --- # Most of you will have heard the maxim "correlation does… ![“Most of you will have heard the maxim "correlation does not imply causation." Just because two variables have a statistical relationship with each other does not mean that one is responsible for the other. For instance, ice cream sales and forest fires are correlated because both occur more often…” quote by Nate Silver](https://sms4smile.com/quotes/i/633/nate-silver-3166_causation_most-of-you-will-have-heard-the-maxim-co_253750.jpg) [Download](https://sms4smile.com/quotes/i/633/nate-silver-3166_causation_most-of-you-will-have-heard-the-maxim-co_253750.jpg) [Open image](https://sms4smile.com/quotes/i/633/nate-silver-3166_causation_most-of-you-will-have-heard-the-maxim-co_253750.jpg) > ““Most of you will have heard the maxim "correlation does not imply causation." Just because two variables have a statistical relationship with each other does not mean that one is responsible for the other. For instance, ice cream sales and forest fires are correlated because both occur more often in the summer heat. But there is no causation; you don't light a patch of the Montana brush on fire when you buy a pint of Haagan-Dazs.”” [Nate Silver](https://sms4smile.com/quotes/author/nate-silver/) ## About This Quote This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation. Correlation shows two variables move together, but it does not prove one causes the other; mistaking correlation for causation leads to false conclusions. **In simple terms:** Correlation ≠ causation; don't assume cause from coincidence. Key Takeaway Investigate underlying mechanisms before drawing conclusions. Themes statistics causation misinterpretation critical thinking data analysis Mood skeptical inquisitive analytical Type educational explanatory When to use this quote - research - public policy - marketing - health studies Key Concepts probability theory spurious correlation scientific method Questions to Reflect On - What evidence would confirm a causal link? - How can we avoid spurious conclusions? A Different Perspective Correlation can be misleading without deeper analysis. ★ ★ ★ ★ ★ No ratings yet [Causation](https://sms4smile.com/quotes/about/causation/) [Correlated](https://sms4smile.com/quotes/about/correlated-945626/) [Correlated Occur](https://sms4smile.com/quotes/about/correlated-occur-2517722/) [Correlation](https://sms4smile.com/quotes/about/correlation/) [Fires Correlated](https://sms4smile.com/quotes/about/fires-correlated-2517720/) [Ice cream](https://sms4smile.com/quotes/about/ice-cream/) [Imply Causation](https://sms4smile.com/quotes/about/imply-causation-2517721/) [Summer Heat](https://sms4smile.com/quotes/about/summer-heat/) ## Related quotes > [“Correlation does not imply causation,”](https://sms4smile.com/quotes/sean-chercover/correlation-does-not-imply-causation/) [Sean Chercover](https://sms4smile.com/quotes/author/sean-chercover/) > [Negatively correlated assets tend to work in harmony in a way that people are generally not used to seeing.](https://sms4smile.com/quotes/roy-niederhoffer/negatively-correlated-assets-tend-to-work-in-harmony-in-a-way-that/) [Roy Niederhoffer](https://sms4smile.com/quotes/author/roy-niederhoffer/) > [So the world is much more correlated than we give credit to. And so we see more of what Nassim Taleb calls "black swan…](https://sms4smile.com/quotes/richard-thaler/so-the-world-is-much-more-correlated-than-we-give-credit-to-and-so-we/) [Richard Thaler](https://sms4smile.com/quotes/author/richard-thaler/) > [...all phenomena are correlated in one absolute and necessary law, from which they can all be deduced.](https://sms4smile.com/quotes/friedrich-wilhelm-joseph-schelling/all-phenomena-are-correlated-in-one-absolute-and-necessary-law-from/) [Friedrich Wilhelm Joseph Schelling](https://sms4smile.com/quotes/author/friedrich-wilhelm-joseph-schelling/) > [“have been found to be highly correlated”](https://sms4smile.com/quotes/eric-von-hippel/have-been-found-to-be-highly-correlated/) [Eric von Hippel](https://sms4smile.com/quotes/author/eric-von-hippel/) > [Words make love on the page like flies in the summer heat and the poet is only the bemused spectator.](https://sms4smile.com/quotes/charles-simic/words-make-love-on-the-page-like-flies-in-the-summer-heat-and-the/) [Charles Simic](https://sms4smile.com/quotes/author/charles-simic/) > [“Bleecker Street, Summer" Summer for prose and lemons, for nakedness and languor, for the eternal idleness of the imagined return, for rare flutes and…](https://sms4smile.com/quotes/derek-walcott/bleecker-street-summer-summer-for-prose-and-lemons-for-nakedness-and/) [Derek Walcott](https://sms4smile.com/quotes/author/derek-walcott/) > [“Where shall you seek beauty, and how shall you find her unless she herself be your way and your guide? 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Not fun.](https://sms4smile.com/quotes/greg-vaughan/i-put-myself-through-school-working-at-sound-warehouse-rebuilding/) [Greg Vaughan](https://sms4smile.com/quotes/author/greg-vaughan/) > [“My mother showed her gratitude for her life in exile by alluding to India’s modernity: the expansive railway network; the Bollywood movies she came…](https://sms4smile.com/quotes/tsering-wangmo-dhompa/my-mother-showed-her-gratitude-for-her-life-in-exile-by-alluding-to/) [Tsering Wangmo Dhompa](https://sms4smile.com/quotes/author/tsering-wangmo-dhompa/) > [“I would like to draw three main conclusions. Number one, the earth is warmer in 1988 than at any time in the history of…](https://sms4smile.com/quotes/bill-mckibben/i-would-like-to-draw-three-main-conclusions-number-one-the-earth-is/) [Bill McKibben](https://sms4smile.com/quotes/author/bill-mckibben/) > [The congressional tradition of escaping the nation's capital in August dates back to the time before air conditioning when Senators would race home before…](https://sms4smile.com/quotes/cindy-hyde-smith/the-congressional-tradition-of-escaping-the-nation-s-capital-in/) [Cindy Hyde-Smith](https://sms4smile.com/quotes/author/cindy-hyde-smith/) > [“What if winters were only there to make flowers bloom and not to see them dying in summer heat?”](https://sms4smile.com/quotes/crestless-wave/what-if-winters-were-only-there-to-make-flowers-bloom-and-not-to-see/) [Crestless Wave](https://sms4smile.com/quotes/author/crestless-wave/) ## More by Nate Silver > [Finding patterns is easy in any kind of data-rich environment; that's what mediocre gamblers do. The key is in determining whether the patterns represent…](https://sms4smile.com/quotes/nate-silver/finding-patterns-is-easy-in-any-kind-of-data-rich-environment-that-s/) [Nate Silver](https://sms4smile.com/quotes/author/nate-silver/) > [Not only does political coverage often lose the signal—it frequently accentuates the noise.](https://sms4smile.com/quotes/nate-silver/not-only-does-political-coverage-often-lose-the-signal-it-frequently/) [Nate Silver](https://sms4smile.com/quotes/author/nate-silver/) > [“These partisan beliefs can upset the equation in which more information will bring us closer to the truth. 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When we expand our sample to include events further apart from us in time and space,…](https://sms4smile.com/quotes/nate-silver/but-forecasters-often-resist-considering-these-out-of-sample-problems/) [Nate Silver](https://sms4smile.com/quotes/author/nate-silver/) > [In politics people build whole reputations off of getting one thing right.](https://sms4smile.com/quotes/nate-silver/in-politics-people-build-whole-reputations-off-of-getting-one-thing/) [Nate Silver](https://sms4smile.com/quotes/author/nate-silver/) > [Well, you know, you're not going to have 86 percent of Congress voted out of office.](https://sms4smile.com/quotes/nate-silver/well-you-know-you-re-not-going-to-have-86-percent-of-congress-voted/) [Nate Silver](https://sms4smile.com/quotes/author/nate-silver/) > [The quest for certainty in forecasting outcomes can be the enemy of progress.](https://sms4smile.com/quotes/nate-silver/the-quest-for-certainty-in-forecasting-outcomes-can-be-the-enemy-of/) [Nate Silver](https://sms4smile.com/quotes/author/nate-silver/) > [To be a very, very minor, eighth-tier celebrity, you realize, 'Hey, celebrities are just like us.'](https://sms4smile.com/quotes/nate-silver/to-be-a-very-very-minor-eighth-tier-celebrity-you-realize-hey/) [Nate Silver](https://sms4smile.com/quotes/author/nate-silver/) > [Actually, one of the better indicators historically of how well the stock market will do is just a Gallup poll, when you ask Americans…](https://sms4smile.com/quotes/nate-silver/actually-one-of-the-better-indicators-historically-of-how-well-the/) [Nate Silver](https://sms4smile.com/quotes/author/nate-silver/) > [You get steely nerves playing poker.](https://sms4smile.com/quotes/nate-silver/you-get-steely-nerves-playing-poker/) [Nate Silver](https://sms4smile.com/quotes/author/nate-silver/) > [“Thus, you will see apparently serious papers published on how toads can predict earthquakes,50 or how big-box stores like Target beget racial hate groups,51…](https://sms4smile.com/quotes/nate-silver/thus-you-will-see-apparently-serious-papers-published-on-how-toads/) [Nate Silver](https://sms4smile.com/quotes/author/nate-silver/) [Explore all 138 Nate Silver quotes ](https://sms4smile.com/quotes/author/nate-silver/) ## More Causation quotes > [All is bound by the law of causation](https://sms4smile.com/quotes/swami-vivekananda/all-is-bound-by-the-law-of-causation/) [Swami Vivekananda](https://sms4smile.com/quotes/author/swami-vivekananda/) > [The parallelism, or denial of any causation between mind and body, derives basically, and fallaciously, from a theory of substances as having complete concepts…](https://sms4smile.com/quotes/gonzalo-rodriguez-pereyra/the-parallelism-or-denial-of-any-causation-between-mind-and-body/) [Gonzalo Rodriguez-Pereyra](https://sms4smile.com/quotes/author/gonzalo-rodriguez-pereyra/) > [“8. The Application of the Law of Causation to Morals. Although it may be needless to state here the law of causation at any…](https://sms4smile.com/quotes/kaiten-nukariya/8-the-application-of-the-law-of-causation-to-morals-although-it-may/) [Kaiten Nukariya](https://sms4smile.com/quotes/author/kaiten-nukariya/) > [If ... we choose a group of social phenomena with no antecedent knowledge of the causation or absence of causation among them, then the…](https://sms4smile.com/quotes/ronald-fisher/if-we-choose-a-group-of-social-phenomena-with-no-antecedent-knowledge/) [Ronald Fisher](https://sms4smile.com/quotes/author/ronald-fisher/) > [“While the powers of the Primal Cause lie in causation, it shows itself in process through thoughts, perception and conception. It is the power…](https://sms4smile.com/quotes/dew-platt/while-the-powers-of-the-primal-cause-lie-in-causation-it-shows-itself/) [Dew Platt](https://sms4smile.com/quotes/author/dew-platt/) > [“correlation and causation. It’s one thing to be linked to a disease; it’s quite another to cause a disease, which implies a directing, controlling…](https://sms4smile.com/quotes/bruce-h-lipton/correlation-and-causation-it-s-one-thing-to-be-linked-to-a-disease-it/) [Bruce H. Lipton](https://sms4smile.com/quotes/author/bruce-h-lipton/) > [Science was tearing through the 'fine-spun ecclesiastical cobwebs' to behold a new cosmos, in which our Earth is merely an 'eccentric speck' - a…](https://sms4smile.com/quotes/adrian-desmond/science-was-tearing-through-the-fine-spun-ecclesiastical-cobwebs-to/) [Adrian Desmond](https://sms4smile.com/quotes/author/adrian-desmond/) > [Everything that we know is within our universe, and everything within our universe is moulded by the conditions of space, time, and causation.](https://sms4smile.com/quotes/swami-vivekananda/everything-that-we-know-is-within-our-universe-and-everything-within/) [Swami Vivekananda](https://sms4smile.com/quotes/author/swami-vivekananda/) > [“As you can see, it is very hard to say what causation is. This has led some philosophers to deny that there are causes…](https://sms4smile.com/quotes/david-s-kidder/as-you-can-see-it-is-very-hard-to-say-what-causation-is-this-has-led/) [David S. Kidder](https://sms4smile.com/quotes/author/david-s-kidder/) > [It is a character that pays everywhere.](https://sms4smile.com/quotes/anonymous/it-is-a-character-that-pays-everywhere/) [Anonymous](https://sms4smile.com/quotes/author/anonymous/) > [To plead the organic causation of a religious state of mind, then, in refutation of its claim to possess superior spiritual value, is quite…](https://sms4smile.com/quotes/william-james/to-plead-the-organic-causation-of-a-religious-state-of-mind-then-in/) [William James](https://sms4smile.com/quotes/author/william-james/) > [The enlightened man is one with the law of causation.](https://sms4smile.com/quotes/wumen-huikai/the-enlightened-man-is-one-with-the-law-of-causation/) [Wumen Huikai](https://sms4smile.com/quotes/author/wumen-huikai/) > [“on reasoning about patterns of causation. They are products of System 1. In 1944, at about the same”](https://sms4smile.com/quotes/daniel-kahneman/on-reasoning-about-patterns-of-causation-they-are-products-of-system/) [Daniel Kahneman](https://sms4smile.com/quotes/author/daniel-kahneman/) > [The effort to eliminate synthetic pesticides because of unsubstantiated fears about residues in food will make fruits and vegetables more expensive, decrease consumption, and…](https://sms4smile.com/quotes/bruce-ames/the-effort-to-eliminate-synthetic-pesticides-because-of/) [Bruce Ames](https://sms4smile.com/quotes/author/bruce-ames/) > [A certain motion becomes understood when it is referred to a force; certain sensations, to matter; certain changes outside, to law; certain changes in…](https://sms4smile.com/quotes/swami-vivekananda/a-certain-motion-becomes-understood-when-it-is-referred-to-a-force/) [Swami Vivekananda](https://sms4smile.com/quotes/author/swami-vivekananda/) [Browse all 98 Causation quotes ](https://sms4smile.com/quotes/about/causation/) ```json { "@context": "https://schema.org", "@graph": [ { "@type": "Quotation", "text": "“Most of you will have heard the maxim \"correlation does not imply causation.\" Just because two variables have a statistical relationship with each other does not mean that one is responsible for the other. 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