Dear Applied Statistics Workshop Community,
Our next meeting of the semester will be at *12:10 pm (EST) Wednesday,
November 3*, where James Robins
<https://www.hsph.harvard.edu/james-robins/> (Harvard
University) presents "Target Trials: Emulating RCTs using Observational
Longitudinal Data."
*Abstract*
Target trials are RCTs one would like to conduct but cannot for ethical,
financial, and/or logistical reasons. As a consequence, we must emulate
such trials from observational data. A novel aspect of target trial
methodology is that, for purposes of data analysis, each subject in the
observational study is ‘enrolled’ in all target trials for which the
subject is eligible, instead of a single trial. I will compare the
strengths and weakness of the target trial approach with alternative
methods for estimation of causal effects from longitudinal data with time
varying confounders: structural nested models, dynamic marginal structural
models, and history adjusted marginal structural models. Finally, through
empirical examples, I will examine the over-arching question: Are these
methodologies sufficiently reliable for their substantive results to guide
clinical practice.
*Where:* CGIS Knafel Building, Room K354
(See this link <https://map.harvard.edu/?bld=04471&level=9> for directions).
*When:* Wednesday, November 3 at 12:10 - 1:30 pm.
(Bagged lunches available for pick-up at CGIS K354 *11:30 - 11:45 am*, for
the participants who responded to our previous survey. The CGIS cafe on the
first floor has been designated as an eating area, and participants may
also use outdoor spaces for lunch. Please be present at K354 by 12:10 pm
for the presentations.)
*Zoom link*:
https://harvard.zoom.us/j/97004196610?pwd=eGFydkF5RDRjUlk5RVcyTjV6OStUQT09
(For the participants who cannot join the session physically.)
*Schedule of the workshop*:
https://projects.iq.harvard.edu/applied.stats.workshop-gov3009
Looking forward to seeing you all on Wednesday!
Best,
Sooahn