# Event Details - **Event Name**: CSS Seminar: Amanda Kowalski, University of Michigan - **Event Start and End Date**: Thu, 10 Dec, 2026 at 10:30 am – Thu, 10 Dec, 2026 at 11:30 am (-05:00) - **Event Description**: Hosted by the DSI Computational Social Science CenterAbout this EventREGISTRATION DEADLINE: The Columbia Morningside campus is open to the Columbia community. If you do not have an active CUID, the deadline to register is at 12:00 PM the day before the event. External guests will receive a QR code by email to enter campus. Thank you for understanding!____________SpeakerAmanda Kowalski, the Gail Wilensky Professor of Applied Economics and Public Policy at the University of Michigan Department of Economics, is a health economist who specializes in bringing together experiments, models grounded in context-specific knowledge, and econometric techniques to answer questions that inform current debates in health policy.____________AbstractCounting Defiers: A Design-Based Model of an Experiment Can Reveal Evidence Beyond the Average EffectUsing only a binary intervention and outcome and the design of the randomization within an experiment, we construct a design-based likelihood of the joint distribution of potential outcomes in the sample -- the numbers of always takers, compliers, defiers, and never takers. We develop a visualization to show that samples with defiers can sometimes generate the data in more ways than samples without, yielding a higher likelihood. This likelihood can vary within the Frechet bounds, even though the traditional likelihood does not. Evidence is weak, but it exists, as we illustrate with health applications and our dbmle package. - **Event URL**: https://allevents.in/new-york/css-seminar-amanda-kowalski-university-of-michigan/100002002817039680 - **Event Categories**: fitness, health-wellness, Workshops, science-fair - **Interested Audience**: - total_interested_count: 0 - **Event Highlights**: - Doors Open At: 10:15 AM - Duration: 1 hour - Location: International Affairs Building - Room 716 - Languages: English ## Ticket Details - **Ticket Price Range**: min: 0, max: 0, currency: USD ## Event venue details - **city**: New York - **state**: NY - **country**: United States - **location**: International Affairs Building - Room 716 - **lat**: 40.8078443 - **long**: -73.9598254 - **full address**: International Affairs Building - Room 716, 420 West 118th Street, New York, United States ## Event gallery - **Alt text**: CSS Seminar: Amanda Kowalski, University of Michigan - **Image URL**: https://cdn-az.allevents.in/events8/banners/0e1db50e2bdb99de3398b809d88f9b3356f5fc304d341af8ce81448f22c77428-rimg-w1200-h600-dc081828-gmir.jpg?v=1790962328 ## FAQs - **Q**: When and where is CSS Seminar: Amanda Kowalski, University of Michigan being held? - **A:** CSS Seminar: Amanda Kowalski, University of Michigan takes place on Thu, 10 Dec, 2026 at 10:30 am to Thu, 10 Dec, 2026 at 11:30 am at International Affairs Building - Room 716, 420 West 118th Street, New York, United States. - **Q**: Who is organizing CSS Seminar: Amanda Kowalski, University of Michigan? - **A:** CSS Seminar: Amanda Kowalski, University of Michigan is organized by Data Science Institute, Columbia University. ## Structured Data (JSON-LD) ```json [ { "@context": "https://schema.org", "@type": "Event", "name": "CSS Seminar: Amanda Kowalski, University of Michigan", "image": "https://cdn-az.allevents.in/events8/banners/0e1db50e2bdb99de3398b809d88f9b3356f5fc304d341af8ce81448f22c77428-rimg-w1200-h600-dc081828-gmir.jpg?v=1790962328", "startDate": "2026-12-10T10:30:00-05:00", "endDate": "2026-12-10T11:30:00-05:00", "url": "https://allevents.in/new-york/css-seminar-amanda-kowalski-university-of-michigan/100002002817039680", "eventStatus": "https://schema.org/EventScheduled", "location": { "@type": "Place", "name": "International Affairs Building - Room 716", "address": { "@type": "PostalAddress", "streetAddress": "420 West 118th Street", "postalCode": "10027", "addressLocality": "New York", "addressRegion": "NY", "addressCountry": "US" }, "geo": { "@type": "GeoCoordinates", "latitude": "40.8078443", "longitude": "-73.9598254" } }, "eventAttendanceMode": "https://schema.org/OfflineEventAttendanceMode", "description": "Hosted by the DSI Computational Social Science Center", "offers": [ { "@type": "AggregateOffer", "availability": "https://schema.org/InStock", "priceCurrency": "USD", "availabilityStarts": "2026-10-02", "availabilityEnds": "2026-12-10T11:30:00-05:00", "validFrom": "2026-10-02", "lowPrice": "0.00", "highPrice": "0.00", "price": "0.00", "url": "https://allevents.in/new-york/css-seminar-amanda-kowalski-university-of-michigan/100002002817039680" }, { "@type": "Offer", "availability": "https://schema.org/InStock", "priceCurrency": "USD", "availabilityStarts": "2026-10-02", "availabilityEnds": "", "validFrom": "2026-10-02", "url": "https://allevents.in/new-york/css-seminar-amanda-kowalski-university-of-michigan/100002002817039680", "price": 0, "name": "Columbia University Community" }, { "@type": "Offer", "availability": "https://schema.org/InStock", "priceCurrency": "USD", "availabilityStarts": "2026-10-02", "availabilityEnds": "", "validFrom": "2026-10-02", "url": "https://allevents.in/new-york/css-seminar-amanda-kowalski-university-of-michigan/100002002817039680", "price": 0, "name": "Columbia University Alumni" }, { "@type": "Offer", "availability": "https://schema.org/InStock", "priceCurrency": "USD", "availabilityStarts": "2026-10-02", "availabilityEnds": "", "validFrom": "2026-10-02", "url": "https://allevents.in/new-york/css-seminar-amanda-kowalski-university-of-michigan/100002002817039680", "price": 0, "name": "General Admission" } ], "organizer": [ { "@type": "Organization", "name": "Data Science Institute Columbia University", "url": "https://allevents.in/org/data-science-institute-columbia-university/17754885" } ] } ] ```