{"id":23507,"date":"2026-02-12T17:31:57","date_gmt":"2026-02-12T16:31:57","guid":{"rendered":"https:\/\/www.uni.lu\/fdef-en\/?post_type=events&#038;p=23507"},"modified":"2026-02-12T17:31:58","modified_gmt":"2026-02-12T16:31:58","slug":"dem-lunch-seminar-with-christoph-breunig-university-of-bonn-de","status":"publish","type":"events","link":"https:\/\/www.uni.lu\/fdef-en\/events\/dem-lunch-seminar-with-christoph-breunig-university-of-bonn-de\/","title":{"rendered":"DEM Lunch Seminar with Christoph Breunig, 成人头条versity of Bonn, DE"},"content":{"rendered":"\n<section class=\"wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\">\n<p><\/p>\n\n\n\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.co.uk\/e\/dem-lunch-seminar-christoph-breunig-university-of-bonn-de-registration-1982888521947?aff=oddtdtcreator\"\n                target=\"_self\"\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\/calendar?post_type=events&#038;p=23507&#038;calendar\"\n                target=\"_self\"\n        class=\"btn btn--secondary\"\n            >Add to calendar<\/a>\n<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Causal Inference under Mutual Information Restrictions<\/strong><\/p>\n\n\n\n<p><strong>Abstract<\/strong><\/p>\n\n\n\n<p>Mutual information provides a general, model-free measure of statistical dependence between random variables and is a central concept in information theory. This paper introduces mutual information into the potential-outcome framework for causal inference. Rather than imposing unconfoundedness, we impose that conditioning on covariates reduces the dependence between potential outcomes and treatment assignment. This is formalized through a conditional mutual information (CMI) restriction. Even though this CMI restriction is not sufficient for identification of causal parameters it implies a specific structure on the generalized propensity score, i.e., the conditional treatment probability given potential outcomes and covariates. Borrowing from information theory, we show that under the CMI restriction the generalized propensity score (GPS) factorizes into a component depending only on the potential outcomes and a component depending only on covariates. We show that, building on this multiplicative structure, we can identify the average treatment effect (ATE) under a locally known covariate component of the GPS. This result even holds when the GPS is not identified from a conditional mean restriction but only satisfies a bridge condition. The identification results are constructive and yield ATE estimands based either on weighting with a generalized propensity score or on a conditional-mean representation. Finally, under identifying assumptions for the generalized propensity score, we derive the semiparametric efficient influence function.<\/p>\n\n\n\n<p><strong>成人头条 the speaker<\/strong><\/p>\n\n\n\n<p>Christoph Breunig is an econometrician, with a particular interest in microeconometrics, where he develops robust methods for causal inference. He obtained his doctoral degree from the 成人头条versity of Mannheim (Germany) in 2013. After a Postdoctoral Fellowship at the Cowles Foundation, Yale 成人头条versity, he began as an Assistant Professor at Humboldt 成人头条versity of Berlin. In 2019, he moved to Emory 成人头条versity as an Assistant Professor, where he was tenured in 2023. On leave from Emory, Christoph Breunig started as an Associate Professor at the 成人头条versity of Bonn, where he was promoted to Full Professor in 2023. His research has been published in Economic Journal, Econometrica, Journal of Econometrics, and Quantitative Economics. Currently, he serves as Associate Editor for Journal of Econometrics and Journal of Business and Economic Statistics.<\/p>\n\n\n\n<p><strong>Language<\/strong><\/p>\n\n\n\n<p>English<\/p>\n\n\n\n<p>This is a free seminar. Registration is mandatory<\/p>\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\"><figure class=\"wp-block-dev4-reusable-blocks-image  object-fit--scale-down\">\n    \n<img decoding=\"async\" class=\"wp-block-image unilux-custom-image-block\"\n                alt=\"FNR_LOGO\"\n            src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2025\/06\/18105657\/FNR_LOGO.png\"\n                srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2025\/06\/18105657\/FNR_LOGO-300x50.png 300w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2025\/06\/18105657\/FNR_LOGO-1024x172.png 1024w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2025\/06\/18105657\/FNR_LOGO-768x129.png 768w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2025\/06\/18105657\/FNR_LOGO-1536x258.png 1536w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2025\/06\/18105657\/FNR_LOGO-2048x344.png 2048w\"\n                style=\"object-position: 50.00% 50.00%; font-family: &quot;object-fit: scale-down; object-position: 50.00% 50.00%;&quot;; aspect-ratio: 16\/9; object-fit: scale-down; 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\">\n<p><\/p>\n\n\n\n<p><br><br>Supported by the Fond National de la Recherche,<br>Luxembourg (19441346)<\/p>\n\n\n\n<p><\/p>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n<\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":413,"featured_media":10247,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","format":"standard","meta":{"featured_image_focal_point":[],"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":"2026-04-29 13:00:00","event_end_date":"2026-04-29 14:00:00","event_speaker_name":"Christoph Breunig","event_speaker_link":"https:\/\/christophbreunig.com\/","event_is_online":false,"event_location":"成人头条versit\u00e9 du Luxembourg \u2013 Campus Weicker - room A401","event_street":"4, rue Alphonse Weicker Room A401","event_location_link":"https:\/\/www.uni.lu\/en\/about\/campuses\/weicker-building\/","event_zip_code":"L-2721","event_city":"Luxembourg","event_country":"Luxembourg"},"events-topic":[298],"events-type":[323,322,315],"organisation":[138,101],"authorship":[413],"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>DEM Lunch Seminar with Christoph Breunig, 成人头条versity of Bonn, DE - FDEF events I 成人头条.lu<\/title>\n<meta name=\"description\" content=\"Causal Inference under Mutual Information Restrictions Abstract Mutual information provides a general, model-free measure of statistical dependence\" \/>\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\/dem-lunch-seminar-with-christoph-breunig-university-of-bonn-de\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"DEM Lunch Seminar with Christoph Breunig, 成人头条versity of Bonn, DE\" \/>\n<meta property=\"og:description\" content=\"Causal Inference under Mutual Information Restrictions Abstract Mutual information provides a general, model-free measure of statistical dependence\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.uni.lu\/fdef-en\/events\/dem-lunch-seminar-with-christoph-breunig-university-of-bonn-de\/\" \/>\n<meta property=\"og:site_name\" content=\"FDEF EN\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/uni.FDEF.lu\" \/>\n<meta property=\"article:modified_time\" content=\"2026-02-12T16:31:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2024\/05\/Lunch-Seminar-DEM.png\" \/>\n\t<meta property=\"og:image:width\" content=\"650\" \/>\n\t<meta property=\"og:image:height\" content=\"665\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.uni.lu\/fdef-en\/events\/dem-lunch-seminar-with-christoph-breunig-university-of-bonn-de\/\",\"url\":\"https:\/\/www.uni.lu\/fdef-en\/events\/dem-lunch-seminar-with-christoph-breunig-university-of-bonn-de\/\",\"name\":\"DEM Lunch Seminar with Christoph Breunig, 成人头条versity of Bonn, DE - 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