Publications

Working Papers

1. Linda Valeri,Xiaoxuan Cai, Aijin Wang, Zixu Wang, Habiballah Rahimi Eichi, Einat Liebenthal, Scott Rauch, Dost Ongur, Russell Schutt, Lisa Dixon, Justin Baker, Jukka-Pekka Onnela (2021). Smartphone-based markers of social networks in schizophrenia and bipolar disorder.

2. Xiaoxuan Cai, Jukka-Pekka Onnela, Li Zeng, Justin T. baker, Linda Valeri (2021) Causal inference for non-stationary multivariate time series data from mobile devices in N-of-1 studies.

3. Junzhe Shao, Mingzhang Yin, Xiaoxuan Cai, Linda Valeri (2022). Generalized synthetic control method with state space model. Submitted to NeurIPS

Submitted

1. Xiaoxuan Cai, Eben Kenah, and Forrest W. Crawford (2020) Causal identification of infectious disease intervention effects in a clustered population. Submitted [paper]

2. Xiaoxuan Cai, Xinru Wang, Li Zeng, Lisa Dixon, Justin T. Baker, Jukka-Pekka Onnela, Linda Valeri (2021) State space model multiple imputation for missing data in non-stationary multivariate time series. submitted [paper]

3. Charlotte Fowler, Xiaoxuan Cai, Justin Baker, Jukka-Pekka Onnela, and Linda Valeri (2022). Testing unit root non-stationarity in the presence of missing data in univariate time series of mobile health studies. Submitted to Biometrics [paper]

Peer-reviewed publication.

1. Xiaoxuan Cai , Wen Wei Loh, and Forrest W. Crawford. (2021) Identification of Causal intervention effects under contagion. Journal of Causal Inference, 9, 9-38. (Winner of best paper award, ASA Section on Statistics in Epidemiology) [paper]

Other

1. Regina Melendes, Xiaoxuan Cai, Cristine Hine, et al. (2015) Correlates of Cocaine Use in Pregnancy. Yale Medicine Thesis Digital Library