Publications

Evaluating the effect of a point pattern treatment on a point pattern outcome measured over time.

Causal exposure-response curve estimation with local confonding adjustment. Different variables confound the exposure-response …

Extending causal inference in the presence of interference to bipartite settings where the interventional units are different from the …

Basing estimation of tensor regression coefficients on a soft version of the PARAFAC approximation.

We introduce a framework for estimating causal effects of binary and continuous treatments in high dimensions. The proposed framework …

A review of the literature on the health effects of exposure to low levels of particulate matter.

Causal inference with interference for realistic treatment allocation programs. Evaluating the comparitive effectiveness of power plant …

Estimating the causal effect of the Hospital Readmissions Reduction on program on patient readmission and mortality rates.

Incorporating geographical distance in a propensity score matching approach to account for unmeasured confounding by spatial variables.