3 papers
stat.ME2026
On the choice of using raw or demographically-corrected scores
Ignacio Gonzalez-Perez, Mats Julius Stensrud, Marco Piccininni
Demographic corrections are routinely performed in many disciplines, including psychology. Yet, there are ongoing debates about whether these corrections are appropriate and improv…
stat.ME2025
Encoding and inference on separable effects for sustained treatments
Ignacio Gonzalez-Perez, Kerollos Nashat Wanis, Aaron Leor Sarvet +1
Sustained treatment strategies are common in many domains, particularly in medicine, where many treatment are delivered repeatedly over time. The effects of adherence to a treatmen…
math.ST2025
Causality for VARMA processes with instantaneous effects: The global Markov property, faithfulness and instrumental variables
Ignacio González-Pérez
Causal reasoning has gained great attention over the last half century as it allows (or at least intends) to answer questions which go above those within the capabilities of classi…