2 papers
stat.ME2025
Fast Penalized Generalized Estimating Equations for Large Longitudinal Functional Datasets
Gabriel Loewinger, Alex W. Levis, Erjia Cui +1
Longitudinal binary or count functional data are common in neuroscience, but are often too large to analyze with existing functional regression methods. We propose one-step penaliz…
stat.ME2024
Nonparametric causal inference for optogenetics: sequential excursion effects for dynamic regimes
Gabriel Loewinger, Alexander W. Levis, Francisco Pereira
Optogenetics is a powerful neuroscience technique for studying how neural circuit manipulation affects behavior. Standard analysis conventions discard information and severely limi…