Limitations of empirical calibration of p-values using observational data

Por Gruber, Susan, Tchetgen Tchetgen, Eric
Publicado no Stat Med (2016)

One-Step Targeted Minimum Loss-based Estimation Based on Universal Least Favorable One-Dimensional Submodels

Por van der Laan, Mark, Gruber, Susan
Publicado no Int J Biostat (2016)

Collaborative Double Robust Targeted Maximum Likelihood Estimation

Por van der Laan, Mark J., Gruber, Susan
Publicado em 2010

An Application of Collaborative Targeted Maximum Likelihood Estimation in Causal Inference and Genomics

Por Gruber, Susan, van der Laan, Mark J.
Publicado em 2010

A Targeted Maximum Likelihood Estimator of a Causal Effect on a Bounded Continuous Outcome

Por Gruber, Susan, van der Laan, Mark J.
Publicado em 2010

Consistent causal effect estimation under dual misspecification and implications for confounder selection procedures

Por Gruber, Susan, van der Laan, Mark J
Publicado em 2012

Variable selection for confounder control, flexible modeling and Collaborative Targeted Minimum Loss-based Estimation in causal inference

Por Schnitzer, Mireille E., Lok, Judith J., Gruber, Susan
Publicado no Int J Biostat (2016)

Evaluating treatment effectiveness under model misspecification: A comparison of targeted maximum likelihood estimation with bias-corrected matching

Por Kreif, Noémi, Gruber, Susan, Radice, Rosalba, Grieve, Richard, Sekhon, Jasjeet S
Publicado no Stat Methods Med Res (2014)

The Relative Performance of Targeted Maximum Likelihood Estimators

Por Porter, Kristin E., Gruber, Susan, van der Laan, Mark J., Sekhon, Jasjeet S.
Publicado em 2011

Ensemble learning of inverse probability weights for marginal structural modeling in large observational datasets

Por Gruber, Susan, Logan, Roger W., Jarrín, Inmaculada, Monge, Susana, Hernán, Miguel A.
Publicado no Stat Med (2014)

Targeted Maximum Likelihood Estimation for Dynamic and Static Longitudinal Marginal Structural Working Models

Por Petersen, Maya, Schwab, Joshua, Gruber, Susan, Blaser, Nello, Schomaker, Michael, van der Laan, Mark
Publicado no J Causal Inference (2014)

Diagnosing and responding to violations in the positivity assumption

Por Petersen, Maya L, Porter, Kristin E, Gruber, Susan, Wang, Yue, van der Laan, Mark J
Publicado em 2010

Pathways to health: a framework for health-focused research and practice

Por Fleischer, Nancy L, Weber, Ann M, Gruber, Susan, Arambula, Karina Z, Mascarenhas, Maya, Frasure, Jessica A, Wang, Constance, Syme, S Leonard
Publicado em 2006

The Risk of Febrile Seizures Following Influenza and 13-Valent Pneumococcal Conjugate Vaccines

Por Baker, Meghan, Jankosky, Christopher, Yih, Katherine, Gruber, Susan, Li, Lingling, Cocoros, Noelle, Lipowicz, Hana, Coronel-Moreno, Claudia, Feibelmann, Sandra, Lin, Nancy, McMahill-Walraven, Cheryl, Menschik, David, Selvan, Mano, Selvam, Nandini, Tilney, Rong Chen, Zichittella, Lauren, Lee, Grace, Kawai, Alison Tse
Publicado no Open Forum Infect Dis (2017)

Incidence and Trends of Sepsis in US Hospitals Using Clinical vs Claims Data, 2009-2014

Por Rhee, Chanu, Dantes, Raymund, Epstein, Lauren, Murphy, David J., Seymour, Christopher W., Iwashyna, Theodore J., Kadri, Sameer S., Angus, Derek C., Danner, Robert L., Fiore, Anthony E., Jernigan, John A., Martin, Greg S., Septimus, Edward, Warren, David K., Karcz, Anita, Chan, Christina, Menchaca, John T., Wang, Rui, Gruber, Susan, Klompas, Michael
Publicado no JAMA (2017)