Hello R-SIG-ECOLOGY members

Last chance to join our 1-day seminar High-Dimensional Propensity Scores (Free 
Seminar) livestreaming February 17 with Ehsan Karim (School of Population and 
Public Health, University of British Columbia). This seminar introduces 
high-dimensional propensity score (hdPS) methods and their machine learning 
extensions, offering robust strategies for confounding control in complex 
observational studies. Ecologists and environmental scientists working with 
large datasets, such as those from remote sensing or long-term monitoring, can 
leverage these techniques to systematically identify and adjust for numerous 
potential confounders, thereby strengthening causal inferences about 
environmental impacts or interventions. Participants will gain practical 
R-based skills for implementing hdPS, enhancing the credibility of their 
analyses and improving the transparency and reproducibility of their research 
for publication.

Sign up today 
(https://instats.org/seminar/high-dimensional-propensity-score-free-s) to 
secure your spot, and please share this opportunity with colleagues and 
students who might benefit!


Best wishes

Michael Zyphur
Professor and Director
Instats | instats.org
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