Prof. Panagiotis (Panos) Toulis
John E. Jeuck Fellow
Panagiotis (Panos) Toulis Panagiotis (Panos) Toulis
Assistant Professor in Econometrics and Statistics

Contact info
Address: 5807 S Woodlawn Ave
Office: 358
tel: 773.834.5953
Chicago, IL, 60637 panos.toulis [at]

Working papers

Causal inference

  • Randomization tests under endogeneous and staggered adoption of treatment
    with Shaikh, A.
  • Randomization tests of spillover effects in exogenous link formation experiments
    with Basse, G.; Feller A.; Ding, P.
  • On clustering similarity with application to causal inference with the propensity score
    with Volfovsky, A.
  • Propensity score methodology in the presence of network entanglement between treatments
    with Volfovsky, A.; Airoldi, EM. (   arxiv pdf)
  • Causal inference under partially revealed interference
    with Airoldi, EM.; Rubin, DB.
  • Dynamical systems theory for causal inference with application to synthetic controls
    with Ding, Yi. (submitted,   arxiv pdf)

Statistical machine learning/stochastic gradients

  • Stable Robbins-Monro approximations through stochastic proximal updates
    with Horel, T.; Airoldi, EM. (submitted,   arxiv pdf, Winner of IBM 2018 award)

  • Statistical inference and testing at scale with stochastic gradient-based estimators
    with Chee, J.
  • Estimation of large-scale dynamic discrete choice models
    with Junhyung Kim, L.; Misra, S.

Mechanism design/game theory

  • Screening with tournaments
    with Parkes, DC. (  pdf)