{"id":235,"date":"2019-07-10T21:18:30","date_gmt":"2019-07-10T21:18:30","guid":{"rendered":"https:\/\/www.allendowney.com\/blog\/?p=235"},"modified":"2019-07-10T21:18:30","modified_gmt":"2019-07-10T21:18:30","slug":"report-from-scipy-2019","status":"publish","type":"post","link":"https:\/\/www.allendowney.com\/blog\/2019\/07\/10\/report-from-scipy-2019\/","title":{"rendered":"Report from SciPy 2019"},"content":{"rendered":"\n<p>Greetings from Austin and SciPy 2019.  In this post, I&#8217;ve collected the materials for my tutorials and talks.<\/p>\n\n\n\n<p>On Monday morning I presented <em>Bayesian Statistics Made Simple<\/em> in an extended 4-hour format:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/docs.google.com\/presentation\/d\/e\/2PACX-1vTUIf7LJJpUd4NzInBGRyHnHqoZ4E736sqd6Iwq_ne3_aDXdJlNgO8O57_USzQzFfDx0gA44fniKe5R\/pub?start=false&amp;loop=false&amp;delayms=3000\">Here are the slides<\/a><\/li><li><a href=\"https:\/\/github.com\/AllenDowney\/BayesMadeSimple\">Code and Jupyter notebooks are in this repository<\/a><\/li><li><a href=\"http:\/\/allendowney.github.io\/BayesMadeSimple\/\">Setup instructions are here<\/a><\/li><\/ul>\n\n\n\n<p><a href=\"https:\/\/youtu.be\/TL3i63O-RRI?t=12\">In the afternoon<\/a> I presented a tutorial on <em>Complexity Science<\/em>:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"http:\/\/tinyurl.com\/y4kgx2a5\">Here are the slides<\/a><\/li><li><a href=\"https:\/\/github.com\/AllenDowney\/BayesMadeSimple\">Code and Jupyter notebooks are in this repository<\/a><\/li><li><a href=\"https:\/\/allendowney.github.io\/ComplexityScience\/\">Setup instructions are here<\/a><\/li><\/ul>\n\n\n\n<p>On Tuesday I presented a short talk for the teen track.  <a href=\"https:\/\/docs.google.com\/presentation\/d\/e\/2PACX-1vRc8ieprfG4aUKRid22ww45CG1EVdtO2ujuqXTihPAwftN3_CB0ciKHuNkSwT_eu2y5m7h9G4jFpPMM\/pub?start=false&amp;loop=false&amp;delayms=3000\">Here are the slides<\/a>, with links to the two notebooks on Binder:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/tinyurl.com\/pytext19\">Text analysis with Python (thanks, John Green)<\/a><\/li><li><a href=\"https:\/\/tinyurl.com\/scipygol\">Game of Life implemented with NumPy<\/a><\/li><\/ul>\n\n\n\n<p>And tomorrow I&#8217;m presenting a talk, &#8220;Generational Changes in Support for Gun Laws: A Case Study in Computational Statistics&#8221;:<\/p>\n\n\n\n<p>Abstract: <em>In the United States, support for gun control has been declining among all age groups since 1990; among young adults, support is substantially lower than among previous generations. Using data from the General Social Survey (GSS), I perform age-period-cohort analysis to measure generational effects. <\/em><br><em>In this talk, I demonstrate a computational approach to statistics that replaces mathematical analysis with random simulation. Using Python and libraries like NumPy and StatsModels, we can define basic operations \u2014 like resampling, filling missing values, modeling, and prediction \u2014 and assemble them into a data analysis pipeline.<\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/docs.google.com\/presentation\/d\/e\/2PACX-1vT_Awd6pGdJB7DFfUlrTpJ629y7yJd4v2qgs5DmvbbKO3TNGE0a8OKLPpCOeqwG6dTuUDEUSamOB6hs\/pub?start=false&amp;loop=false&amp;delayms=3000\">Here are the slides<\/a><\/li><li><a href=\"https:\/\/github.com\/AllenDowney\/GunControlGenerational\">And here&#8217;s the repository with the code and notebooks<\/a><\/li><\/ul>\n\n\n\n<p>If you are at SciPy, my talk is Thursday morning from 10:20 to 10:50 in the Zlotnik Ballroom.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Greetings from Austin and SciPy 2019. In this post, I&#8217;ve collected the materials for my tutorials and talks. On Monday morning I presented Bayesian Statistics Made Simple in an extended 4-hour format: Here are the slides Code and Jupyter notebooks are in this repository Setup instructions are here In the afternoon I presented a tutorial on Complexity Science: Here are the slides Code and Jupyter notebooks are in this repository Setup instructions are here On Tuesday I presented a short&#8230;<\/p>\n<p class=\"read-more\"><a class=\"btn btn-default\" href=\"https:\/\/www.allendowney.com\/blog\/2019\/07\/10\/report-from-scipy-2019\/\"> Read More<span class=\"screen-reader-text\">  Read More<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[1],"tags":[],"class_list":["post-235","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Report from SciPy 2019 - Probably Overthinking It<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.allendowney.com\/blog\/2019\/07\/10\/report-from-scipy-2019\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Report from SciPy 2019 - Probably Overthinking It\" \/>\n<meta property=\"og:description\" content=\"Greetings from Austin and SciPy 2019. In this post, I&#8217;ve collected the materials for my tutorials and talks. On Monday morning I presented Bayesian Statistics Made Simple in an extended 4-hour format: Here are the slides Code and Jupyter notebooks are in this repository Setup instructions are here In the afternoon I presented a tutorial on Complexity Science: Here are the slides Code and Jupyter notebooks are in this repository Setup instructions are here On Tuesday I presented a short... 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If you missed it, the slides are here. When the video is available, I'll post it here. Abstract: Collision bias is the most treacherous error in statistics: it can be subtle, it is easy to induce it by\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":1009,"url":"https:\/\/www.allendowney.com\/blog\/2023\/08\/27\/taming-black-swans\/","url_meta":{"origin":235,"position":1},"title":"Taming Black Swans","author":"AllenDowney","date":"August 27, 2023","format":false,"excerpt":"At SciPy 2023 I presented a talk called \"Taming Black Swans: Long-tailed distributions in the natural and engineered world\". Here's the abstract: Long-tailed distributions are common in natural and engineered systems; as a result, we encounter extreme values more often than we would expect from a short-tailed distribution. If we\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/img.youtube.com\/vi\/-rE3DfeZ_jE\/0.jpg?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":1210,"url":"https:\/\/www.allendowney.com\/blog\/2024\/02\/01\/extremes-outliers-and-goats\/","url_meta":{"origin":235,"position":2},"title":"Extremes, outliers, and GOATS","author":"AllenDowney","date":"February 1, 2024","format":false,"excerpt":"The video from my PyData Global 2023 talk, Extremes, outliers, and GOATS, is available now: https:\/\/www.youtube.com\/watch?v=MhA5XWIWWys The slides are here. There are two Jupyter notebooks that contain the analysis I presented: Chapter 4 of Probably Overthinking It An exploration of Gaussian and lognormal models for anthropomorphic measurements Here's the abstract:\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/img.youtube.com\/vi\/MhA5XWIWWys\/0.jpg?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":169,"url":"https:\/\/www.allendowney.com\/blog\/2019\/02\/06\/the-marriage-strike-continues\/","url_meta":{"origin":235,"position":3},"title":"The marriage strike continues","author":"AllenDowney","date":"February 6, 2019","format":false,"excerpt":"Last month The National Survey of Family Growth released new data from 5,554 respondents interviewed between 2015 and 2017. I've worked on several studies using data from the NSFG, so it's time to do some updates! In 2015 I gave a talk at SciPy called \"Will Millennials Ever Get Married\"\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2019\/02\/Screenshot-at-2019-02-06-10-02-10.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2019\/02\/Screenshot-at-2019-02-06-10-02-10.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2019\/02\/Screenshot-at-2019-02-06-10-02-10.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2019\/02\/Screenshot-at-2019-02-06-10-02-10.png?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2019\/02\/Screenshot-at-2019-02-06-10-02-10.png?resize=1050%2C600&ssl=1 3x"},"classes":[]},{"id":771,"url":"https:\/\/www.allendowney.com\/blog\/2022\/08\/31\/support-for-gun-control-is-still-declining\/","url_meta":{"origin":235,"position":4},"title":"Support for Gun Control is Still Declining","author":"AllenDowney","date":"August 31, 2022","format":false,"excerpt":"In 2019 I presented a talk at SciPy where I showed that support for gun control has been declining in the U.S. since about 1999. And, contrary to what many people believe, it is lowest among millennials and Gen Z. Those results were based on data from the General Social\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2022\/08\/gss_favor_year.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2022\/08\/gss_favor_year.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2022\/08\/gss_favor_year.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2022\/08\/gss_favor_year.png?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2022\/08\/gss_favor_year.png?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2022\/08\/gss_favor_year.png?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":1551,"url":"https:\/\/www.allendowney.com\/blog\/2025\/05\/22\/my-very-busy-week\/","url_meta":{"origin":235,"position":5},"title":"My very busy week","author":"AllenDowney","date":"May 22, 2025","format":false,"excerpt":"I'm not sure who scheduled ODSC and PyConUS during the same week, but I am unhappy with their decisions. 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