203 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- E. T. Tchetgen Tchetgen8 · h 47
- M. J. van der Laan2 profiles6 · h 64
- T. Cai2 profiles6 · h 70
- J. Robins5 · h 115
- Daniela M. Witten2 profiles4 · h 46
- P. Hoff4 · h 36
- R. Mukherjee4 · h 23
- T. VanderWeele4 · h 104
- Anna Neufeld2 profiles3 · h 7
- A. Shojaie3 · h 37
- A. Volfovsky3 · h 16
- D. Spiegelman2 profiles3 · h 162
- Harvard UniversityUS35 papers
- University of WashingtonUS23 papers
- University of California, BerkeleyUS8 papers
- Fred Hutch Cancer CenterUS7 papers
- University of PennsylvaniaUS7 papers
- Stanford UniversityUS4 papers
- Boston UniversityUS3 papers
- Brigham and Women's HospitalUS3 papers
- Columbia UniversityUS3 papers
- Dana-Farber Cancer InstituteUS3 papers
- Hebrew University of JerusalemIL3 papers
- National Institutes of HealthUS3 papers
11 papers · 1 filter
A Spatiotemporal, Quasi-experimental Causal Inference Approach to Characterize the Effects of Global Plastic Waste Export and Burning on Air Quality Using Remotely Sensed Data
Ellen M. Considine, Rachel C. Nethery
Open burning of plastic waste may pose a significant threat to global health by degrading air quality, but quantitative research on this problem -- crucial for policy making -- has…
The survival-incorporated median versus the median in the survivors or in the always-survivors: What are we measuring? And why?
Qingyan Xiang, Ronald J. Bosch, Judith J. Lok
Many clinical studies evaluate the benefit of a treatment based on both survival and other continuous/ordinal clinical outcomes, such as Quality of Life scores. In these studies, w…
National PM2.5 and NO2 Exposure Models for China Based on Land Use Regression, Satellite Measurements, and Universal Kriging
Hao Xu, Matthew J. Bechle, Meng Wang +4
Outdoor air pollution is a major killer worldwide and the fourth largest contributor to the burden of disease in China. China is the most populous country in the world and also has…
Cox Model with Covariate Measurement Error and Unknown Changepoint
Sarit Agami, David M. Zucker, Donna Spiegelman
The standard Cox model in survival analysis assumes that the covariate effect is constant across the entire covariate domain. However, in many applications, there is interest in co…
Estimation in the Cox Survival Regression Model with Covariate Measurement Error and a Changepoint
Sarit Agami, David M. Zucker, Donna Spiegelman
The Cox regression model is a popular model for analyzing the relationship between a covariate and a survival endpoint. The standard Cox model assumes a constant covariate effect a…
Bayesian Multi-study Factor Analysis for High-throughput Biological Data
Roberta De Vito, Ruggero Bellio, Lorenzo Trippa +1
This paper presents a new modeling strategy for joint unsupervised analysis of multiple high-throughput biological studies. As in Multi-study Factor Analysis, our goals are to iden…
Bayesian method for inferring the impact of geographical distance on intensity of communication
Fei Li, Jukka-Pekka Onnela, Victor DeGruttola
Both theoretical models and empirical findings suggest that the intensity of communication among groups of people declines with their degree of geographical separation. There is so…
Reproducible Research Can Still Be Wrong: Adopting a Prevention Approach
Jeffrey T. Leek, Roger D. Peng
Reproducibility, the ability to recompute results, and replicability, the chances other experimenters will achieve a consistent result, are two foundational characteristics of succ…
Bayesian inference and model choice in a hidden stochastic two-compartment model of hematopoietic stem cell fate decisions
Youyi Fong, Peter Guttorp, Janis Abkowitz
Despite rapid advances in experimental cell biology, the in vivo behavior of hematopoietic stem cells (HSC) cannot be directly observed and measured. Previously we modeled feline h…
Nonparametric inference procedure for percentiles of the random effects distribution in meta-analysis
Rui Wang, Lu Tian, Tianxi Cai +1
To investigate whether treating cancer patients with erythropoiesis-stimulating agents (ESAs) would increase the mortality risk, Bennett et al. [Journal of the American Medical Ass…
Multi-center clinical trials: Randomization and ancillary statistics
Lu Zheng, Marvin Zelen
The purpose of this paper is to investigate and develop methods for analysis of multi-center randomized clinical trials which only rely on the randomization process as a basis of i…