{"id":16894,"date":"2024-10-30T14:18:04","date_gmt":"2024-10-30T13:18:04","guid":{"rendered":"https:\/\/www.uni.lu\/fdef-en\/?post_type=events&#038;p=16894"},"modified":"2024-11-06T13:44:07","modified_gmt":"2024-11-06T12:44:07","slug":"df-lunch-seminar-with-prof-christophe-gaillac-universite-de-geneve","status":"publish","type":"events","link":"https:\/\/www.uni.lu\/fdef-en\/events\/df-lunch-seminar-with-prof-christophe-gaillac-universite-de-geneve\/","title":{"rendered":"DF Lunch Seminar with Prof. Christophe Gaillac  (Universit\u00e9 de Gen\u00e8ve)"},"content":{"rendered":"\n<section class=\"py-0 wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\">\n<ul class=\"wp-block-unilux-blocks-custom-buttons btn-list\"><li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"https:\/\/www.eventbrite.fr\/e\/df-lunch-seminar-with-prof-christophe-gaillac-registration-1054864842139?aff=oddtdtcreator&#038;utm_campaign=post_publish&#038;utm_medium=email&#038;utm_source=eventbrite&#038;utm_content=shortLinkNewEmail\"\n                target=\"_blank\"\n        class=\"btn btn--primary\"\n            >Register<\/a>\n<\/li>\n\n\n<li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"https:\/\/www.uni.lu\/fdef-en\/events\/df-lunch-seminar-with-prof-christophe-gaillac-universite-de-geneve\/calendar\"\n                target=\"_self\"\n        class=\"btn btn--secondary\"\n            >Add to calendar<\/a>\n<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-unilux-blocks-spacer is-spacer-size-sm\"><\/div>\n\n\n<h4 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"predicting-unobserved-individual-level-causal-effects\"\n    >\n<strong><strong><strong><strong>&#8220;Predicting Unobserved Individual-level Causal Effects\u201d<\/strong><\/strong><\/strong><\/strong><\/h4>\n\n\n\n<p>With the Lunch Seminar series, the Department of Finance is bringing eminent and up-and-coming researchers from around the world to Luxembourg.<\/p>\n\n\n<div class=\"wp-block-unilux-blocks-spacer is-spacer-size-sm\"><\/div>\n\n\n<h5 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"abstract\"\n    >\nAbstract<\/h5>\n\n\n\n<p>Measuring accurately heterogeneous effects is key for the design of efficient public policies. This paper focuses on predicting unobserved individual-level causal effects in linear random coefficients models, conditional on all the available data. In the application I consider, these \u201cposterior effects\u201d are the average effects of teachers\u2019 knowledge on their students\u2019 performance, conditional on both variables. I derive two nonparametric strategies for recovering these posterior effects, assuming independence between the effects and the covariates. The first strategy recovers the distribution of the random coefficients by a minimum distance approach, and then obtains the posterior effects from this distribution. The corresponding estimator can be computed using an optimal transport algorithm. The second approach, which is valid only for continuous regressors, directly expresses the posterior effects as a function of the data. The corresponding estimator is rate optimal. I discuss several extensions, in particular the relaxation of the independence condition. Finally, the application reveals large heterogeneity in the effect of teachers\u2019 knowledge, suggesting that we could substantially improve the cost-effectiveness of their training.<\/p>\n\n\n<div class=\"wp-block-unilux-blocks-spacer is-spacer-size-sm\"><\/div>\n\n\n<h5 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"about-the-speaker\"\n    >\nAbout the speaker<\/h5>\n\n\n\n<p><a href=\"https:\/\/www.cgaillac.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Christophe Gaillac<\/a> is an Associate Professor at the University of Geneva.<\/p>\n\n\n<div class=\"wp-block-unilux-blocks-spacer is-spacer-size-sm\"><\/div>\n\n\n<h5 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"language\"\n    >\nLanguage<\/h5>\n\n\n\n<p>English.<\/p>\n\n\n\n<p>This is a free event. Registration is mandatory.<\/p>\n\n\n\n<p>Cold lunches are provided to registered participants.<\/p>\n\n\n<div class=\"wp-block-unilux-blocks-spacer is-spacer-size-sm\"><\/div>\n\n\n<h5 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"in-partnership-with\"\n    >\nIn partnership with<\/h5>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\"><figure class=\"wp-block-dev4-reusable-blocks-image  object-fit--contain\">\n    \n<img decoding=\"async\" class=\"wp-block-image unilux-custom-image-block\"\n                alt=\"\"\n            src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2023\/08\/FNR-logo.jpg.png\"\n                srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2023\/08\/FNR-logo.jpg-300x50.png 300w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2023\/08\/FNR-logo.jpg-1024x172.png 1024w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2023\/08\/FNR-logo.jpg-768x129.png 768w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2023\/08\/FNR-logo.jpg-1536x258.png 1536w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2023\/08\/FNR-logo.jpg.png 1920w\"\n                style=\"object-position: 0.00% 0.00%; font-family: &quot;object-fit: contain; object-position: 0.00% 0.00%;&quot;; aspect-ratio: 16\/9; object-fit: contain; width: 75%;\"\n        loading=\"lazy\"\n\/>    <\/figure><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p><em><strong>Supported by the Luxembourg National Research Fund (FNR) 17984041<\/strong><\/em><\/p>\n<\/div>\n<\/div>\n<\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":85,"featured_media":16895,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"featured_image_focal_point":{"x":0,"y":0.32},"show_featured_caption":false,"ulux_newsletter_groups":"","uluxPostTitle":"","uluxPrePostTitle":"","_trash_the_other_posts":false,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"event_start_date":"2024-11-14 12:30:00","event_end_date":"2024-11-14 13:45:00","event_speaker_name":"Prof. Christophe Gaillac","event_speaker_link":"","event_is_online":false,"event_location":"Kirchberg Campus","event_street":"6, rue Richard Couden\u00ad\u00ad\u00adhove-Kalergi","event_location_link":"https:\/\/www.uni.lu\/en\/about\/campuses\/kirchberg-campus\/","event_zip_code":"1359","event_city":"Luxembourg","event_country":"Luxembourg"},"events-topic":[301],"events-type":[323,322,315],"organisation":[116,101],"authorship":[85],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v22.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Predicting Unobserved Individual-level Causal Effects - FDEF I Uni.lu<\/title>\n<meta name=\"description\" content=\"With the Lunch Seminar series, the Department of Finance is bringing eminent and up-and-coming researchers from around the world to Luxembourg. Measuring\" \/>\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.uni.lu\/fdef-en\/events\/df-lunch-seminar-with-prof-christophe-gaillac-universite-de-geneve\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"DF Lunch Seminar with Prof. Christophe Gaillac (Universit\u00e9 de Gen\u00e8ve)\" \/>\n<meta property=\"og:description\" content=\"With the Lunch Seminar series, the Department of Finance is bringing eminent and up-and-coming researchers from around the world to Luxembourg. 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