Gabriel Loewinger
Recent Publications
Capturing instantaneous neural signal-behavior relationships with concurrent functional mixed models
Xin A.W., Cui E., Pereira F., Loewinger G.
Causal Inference in Studies with Functional Unmasking: Psychedelics and Beyond
Loewinger G., Stensrud M.J., Nayak S.M., Yaden D., Levis A.
Experimenter-free pain assessment in mice using a thermal gradient ring and functional linear models
Garcia A., Siemian J. N., Loewinger G., Yadav P. M., Sarsfield S. - Pain Reports 11 (4), e1469, 2026
Fast Penalized Generalized Estimating Equations for Large Longitudinal Functional Datasets
Loewinger G., Levis A., Cui E., Pereira F. Biometrics 82
Nonparametric causal inference for optogenetics: sequential excursion effects for dynamic regimes
Loewinger G., Levis A., Pereira F. Journal of the American Statistical Association, 2026
A Statistical Framework for Analysis of Trial-Level Temporal Dynamics in Fiber Photometry Experiments
Loewinger G., Cui E., Lovinger D., Pereira F. in press at eLife, 2025
The encoding of interoceptive-based predictions by the paraventricular nucleus of the thalamus D2+ neurons
Machen B., Miller S., Xin A., Lampert C., Assaf L., Tucker J., Pereira F., Loewinger G., Beas S. in press at iScience, 2025
Causal Inference in the Closed-Loop: Marginal Structural Models for Sequential Excursion Effects
"Causal Inference in the Closed-Loop: Marginal Structural Models for Sequential Excursion Effects" Levis A., Loewinger G., Pereira in Neural Information Processing Systems, 2024
Dissociable encoding of motivated behavior by parallel thalamo-striatal projections
Beas S., Khan I., Gao C., Loewinger G., Macdonald E., Bashford A., Rodriguez-Gonzalez S., Pereira F., Penzo M.A. in Current Biology, 2024
Software
MLC
Functional Linear Mixed Effects Models for Fiber Photometry
R and Python packages for fitting functional linear mixed effects models to fiber photometry data.
MLC
Fast Functional GEE
One-step functional GEE algorithm for longitudinal functional regression.