{"id":57,"date":"2011-10-16T16:16:05","date_gmt":"2011-10-16T16:16:05","guid":{"rendered":"http:\/\/rulesofreason.wordpress.com\/?p=57"},"modified":"2011-10-16T16:16:05","modified_gmt":"2011-10-16T16:16:05","slug":"inspiring-scientific-concepts","status":"publish","type":"post","link":"http:\/\/re-design.dimiter.eu\/?p=57","title":{"rendered":"Inspiring scientific concepts"},"content":{"rendered":"<p><a href=\"http:\/\/edge.org\/\" target=\"_blank\">EDGE<\/a> asks 159 selected intellectuals <em>What scientific concept would improve everybody&#8217;s cognitive toolkit?<\/em><\/p>\n<p>You are welcome to read the individual contributions which range from a paragraph to a short essay <a href=\"http:\/\/edge.org\/responses\/what-scientific-concept-would-improve-everybodys-cognitive-toolkit\" target=\"_blank\">here<\/a>. Many of the entries are truly inspiring but I see little synergy of bringing 159 of them together. Like in a group photo of beauty pageant contenders, the total appeal of the group photo is less than sum of the individual attractiveness of its subjects.<\/p>\n<p>But to my point: It is remarkable that so many of the answers (on my count, in excess of 30) deal, more or less directly, with causal inference. What is even more remarkable is that most of the concepts and ideas about causal inference mentioned by the worlds&#8217; intellectual jet-set (no offense to those left out) are anything but new. Many of the ideas can be traced back to Popper&#8217;s <em>The Logic of Scientific Discovery<\/em> (1934) and Ronald Fisher&#8217;s <em>The Design of Experiments<\/em> (1935). So what is most remarkable of all is how long it takes for these ideas to sink-in and diffuse in society.<\/p>\n<p>Several posts focus on the Popperian requirement for <em>falsifiability<\/em>\u00a0(Howard Gardner, Tania Lombrozo) and <em>skeptical empiricism<\/em> more generally (Gerald Holton). The scientific method is further evoked by Richard Dawkins on the <em>double-blind control experiment\u00a0<\/em>(see also Roger Schank), Brian Knutson on <em>replicability<\/em>, and Kevin Kelly the virtues of <em>negative results<\/em>. Mark Henderson advocates the use of the scientific method <em>outside science<\/em>\u00a0(e.g. policy) &#8211; a plea that strikes a chord with this blog.<\/p>\n<p>A significant sample of contributions relate to <em>probability<\/em> (Seth Lloyd, John Allen Paulos, Charles Seife), and the difficulties humans have in understanding<em> risk, uncertainty and probabilities<\/em> (Antony Garrett, Gerd Gigerenzer, Lawrence M. Krauss, Carlo Rovelli, Keith Devlin, Mahzarin Banaji, David Pizarro). W. Daniel Hillis and Kevin Devlin mention <em>possibility spaces<\/em> and <em>base rates<\/em> respectively as concepts that might help.<\/p>\n<p>Several authors warn of the dangers of\u00a0<em>anecdotal<\/em> data (Susan Fiske, Robert Sapolsky) and Christine Finn insists that the <em>absence of evidence is not evidence of absence<\/em>. Susan Blackmore reminds that <em>correlation is not a cause<\/em> and Diane Halpern critiques the cult of <em>statistical significance<\/em>.\u00a0 Beatrice Golomb discusses misinterpretations of the <em>placebo<\/em> effect.<\/p>\n<p>You do want to check out some innovative approaches to causality &#8211; causation as an <em>information flow<\/em> (David Dalrymple), <em>nexus causality<\/em> (John Tooby) and Rebecca Newberger Goldstein&#8217;s \u00a0&#8216;<em>best explanation<\/em>&#8216; that go beyond the &#8220;<em>monocausalitis<\/em>&#8221; disease identified by Ernst Poppel (related argument by Nigel Goldenfeld).<\/p>\n<p>Some highlights from the remaining posts:<\/p>\n<p>&#8211; Richard Thaler compares the economic concept of utility to \u00a0<em>aether<\/em>.<\/p>\n<p>&#8211; Eric R. Weinstein on <em>kayfabe<\/em>\u00a0(!) &#8211; the fabricated competition in professional wrestling and&#8230; the study of economics<\/p>\n<p>&#8211; Fiery Cushman on <em>confabulation<\/em>\u00a0(&#8220;Guessing at plausible explanations for our behavior, and then regarding those guesses as introspective certainties&#8221;)<\/p>\n<p>&#8211; Joshua D. Greene on \u00a0<em>supervenience<\/em>\u00a0(&#8220;The Set A properties supervene on the Set B properties if and only if no two things can differ in their A properties without also differing in their B properties&#8221;&#8221;)<\/p>\n<p>&#8211; Stephen M. Kosslyn \u00a0on <em>constraint satisfaction<\/em> as a decision mechanism<\/p>\n<p>And Andrian Kreye mentions<em>\u00a0 free jazz:<\/em><br \/>\n<span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe class='youtube-player' width='640' height='360' src='https:\/\/www.youtube.com\/embed\/2kotK9FNEYU?version=3&#038;rel=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;fs=1&#038;hl=en-US&#038;autohide=2&#038;wmode=transparent' allowfullscreen='true' style='border:0;' sandbox='allow-scripts allow-same-origin allow-popups allow-presentation'><\/iframe><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>EDGE asks 159 selected intellectuals What scientific concept would improve everybody&#8217;s cognitive toolkit? You are welcome to read the individual contributions which range from a paragraph to a short essay here. Many of the entries are truly inspiring but I see little synergy of bringing 159 of them together. Like in a group photo of beauty pageant contenders, the total appeal of the group photo is less than sum of the individual attractiveness of its subjects. But to my point: It is remarkable that so many of the answers (on my count, in excess of 30) deal, more or less directly, with causal inference. What is even more remarkable is that most of the concepts and ideas about causal inference mentioned by the worlds&#8217; intellectual jet-set (no offense to those left out) are anything but new. Many of the ideas can be traced back to Popper&#8217;s The Logic of Scientific Discovery (1934) and Ronald Fisher&#8217;s The Design of Experiments (1935). So what is most remarkable of all is how long it takes for these ideas to sink-in and diffuse in society. Several posts focus on the Popperian requirement for falsifiability\u00a0(Howard Gardner, Tania Lombrozo) and skeptical empiricism more generally (Gerald Holton). The scientific method is further evoked by Richard Dawkins on the double-blind control experiment\u00a0(see also Roger Schank), Brian Knutson on replicability, and Kevin Kelly the virtues of negative results. Mark Henderson advocates the use of the scientific method outside science\u00a0(e.g. policy) &#8211; a plea that strikes a chord with this&#8230;<\/p>\n<div class=\"more-link-wrapper\"><a class=\"more-link\" href=\"http:\/\/re-design.dimiter.eu\/?p=57\">Continue reading<span class=\"screen-reader-text\">Inspiring scientific concepts<\/span><\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"spay_email":"","jetpack_publicize_message":"","jetpack_is_tweetstorm":false},"categories":[8,10],"tags":[120,121,210,523,588],"jetpack_featured_media_url":"","jetpack_publicize_connections":[],"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p7g3hj-V","jetpack-related-posts":[{"id":206,"url":"http:\/\/re-design.dimiter.eu\/?p=206","url_meta":{"origin":57,"position":0},"title":"Is unit homogeneity a sufficient assumption for causal inference?","date":"December 6, 2011","format":false,"excerpt":"Is unit homogeneity a sufficient condition (assumption) for causal inference from observational data? Re-reading King, Keohane and Verba's bible on research design\u00a0[lovingly known to all exposed\u00a0as KKV] I\u00a0think\u00a0they regard unit homogeneity and conditional independence as alternative assumptions for causal inference. For example: \"we provide an overview here of what is\u2026","rel":"","context":"In &quot;Causality&quot;","img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":517,"url":"http:\/\/re-design.dimiter.eu\/?p=517","url_meta":{"origin":57,"position":1},"title":"In defense of description","date":"September 28, 2012","format":false,"excerpt":"John Gerring has a new article in the British Journal of Political Science [ungated here]which\u00a0attempts to restore\u00a0description\u00a0to its rightful place as a respectful occupation for political scientists. Description has indeed been relegated to the sidelines at the expense of causal\u00a0inference\u00a0during the last 50 years,\u00a0and Gerring does a great job in\u2026","rel":"","context":"In &quot;Classification&quot;","img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":331,"url":"http:\/\/re-design.dimiter.eu\/?p=331","url_meta":{"origin":57,"position":2},"title":"Explanation and the quest for 'significant' relationships. Part I","date":"February 17, 2012","format":false,"excerpt":"The ultimate goal of social science is causal explanation*. The\u00a0actual goal of most\u00a0academic research is to discover significant relationships between variables. The two goals are supposed to be strongly related - by discovering (the) significant effects of exogenous (independent) variables, one\u00a0accounts for\u00a0the outcome of interest.\u00a0In fact, the working assumption of\u2026","rel":"","context":"In &quot;Causality&quot;","img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":526,"url":"http:\/\/re-design.dimiter.eu\/?p=526","url_meta":{"origin":57,"position":3},"title":"Correlation does not imply causation. Then what does it imply?","date":"October 9, 2012","format":false,"excerpt":"'Correlation does not imply causation' is an adage students\u00a0from all social sciences are made to recite from a very\u00a0early age. What is less often systematically discussed is what\u00a0could be actually going on so that two\u00a0phenomena are correlated but not\u00a0causally related. Let's try to make a list: 1) The correlation might\u2026","rel":"","context":"In &quot;Causality&quot;","img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":905,"url":"http:\/\/re-design.dimiter.eu\/?p=905","url_meta":{"origin":57,"position":4},"title":"QCA solution types and causal analysis","date":"August 25, 2017","format":false,"excerpt":"Qualitative Comparative Analysis (QCA) is a relative young research methodology that has been frequently under attack from all corners, often for the wrong reasons. But there is a significant controversy brewing up within the community of people using \u00a0set-theoretic methods (of which QCA is one example) as well. Recently, COMPASSS\u2026","rel":"","context":"In &quot;Causality&quot;","img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":193,"url":"http:\/\/re-design.dimiter.eu\/?p=193","url_meta":{"origin":57,"position":5},"title":"Social science in the courtroom","date":"December 2, 2011","format":false,"excerpt":"Everyone who is interested in\u00a0the sociology of science, causal inferences from observational data,\u00a0employment gender discrimination, judicial sagas, or academic spats should read the latest issue of Sociological Methods & Research. The whole issue is devoted to the Wal-Mart Stores,Inc. v. Dukes et al. case - \"the largest class-action employment discrimination\u2026","rel":"","context":"In &quot;Observational studies&quot;","img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"http:\/\/re-design.dimiter.eu\/index.php?rest_route=\/wp\/v2\/posts\/57"}],"collection":[{"href":"http:\/\/re-design.dimiter.eu\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/re-design.dimiter.eu\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/re-design.dimiter.eu\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/re-design.dimiter.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=57"}],"version-history":[{"count":0,"href":"http:\/\/re-design.dimiter.eu\/index.php?rest_route=\/wp\/v2\/posts\/57\/revisions"}],"wp:attachment":[{"href":"http:\/\/re-design.dimiter.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=57"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/re-design.dimiter.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=57"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/re-design.dimiter.eu\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=57"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}