#  Amanda Kowalski: Counting Defiers in Health Care: A Design-Based Model of an Experiment Can Reveal Evidence Against Monotonicity 

 



    ![Kowalski headshot](/sites/g/files/omnuum1481/files/styles/hwp_5_4__480x385/public/2025-09/Kowalski.jpg?itok=uxMeyd9V) 

 



 

####  calendar\_today Date and Time 

 **October 8, 2025** 

 12:00PM - 01:30PM EDT 

####  pin\_drop Location 

 **CGIS K354**  



 

 [ Zoom link arrow\_circle\_right ](https://harvard.zoom.us/j/93110218231?pwd=Gmka2cTdUty8AcWec90hWmcSllXtkP.1) 

 



 

[Applied Statistics Workshop](https://appliedstatsworkshopgov3009.hsites.harvard.edu/) presentation by [Amanda Kowalski](https://lsa.umich.edu/econ/people/faculty/aekowals.html), University of Michigan.



 

 



 

 See also:- [ Workshops ](/event-type/workshops)
- [ Health and Population ](/research-clusters/health-population)
 
 

 Share on:- [     Facebook ](#)
- [     Twitter ](#)
- [     Linkedin ](#)
 


 Save: [ Add to calendar calendar\_today ](https://sociology.fas.harvard.edu/node/1591091/event-feed.ics)  Copy link link