Concepedia

Susan Gruber

SG

42

Publications

4.6K

Citations

27

H-Index

2006

Active since

Affiliations

Harvard University(Current)

University of California, Berkeley

Harvard Pilgrim Health Care

Brigham and Women's Hospital

Center for Drug Evaluation and Research

Susan Gruber is an author at Harvard University specializing in statistics, public health, and medicine.

Top concepts

StatisticsPublic HealthMedicineStatistical InferenceEngineeringEpidemiologyBiostatisticsCausal InferenceMarginal Structural ModelsPredictive Analytics

Publications per year

2006–2024

42

Publications

42

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

Chanu Rhee, Raymund Dantes, Lauren Epstein et al. · JAMA · 2017 · 1.7K citations · Full text

Diagnosing and responding to violations in the positivity assumption

Maya L. Petersen, Kristin E. Porter, Susan Gruber et al. · Statistical Methods in Medical Research · 2010 · 521 citations · Full text

Engineering, Verification, Treatment Effect +17

<b>tmle</b>: An<i>R</i>Package for Targeted Maximum Likelihood Estimation

Susan Gruber, Mark J. van der Laan · Journal of Statistical Software · 2012 · 208 citations · Full text

Parameter Estimation, Engineering, Maximum Likelihood Estimation +16

Collaborative Double Robust Targeted Maximum Likelihood Estimation

Mark J. van der Laan, Susan Gruber · The International Journal of Biostatistics · 2010 · 187 citations · Full text

Targeted Minimum Loss Based Estimation of Causal Effects of Multiple Time Point Interventions

Mark J. van der Laan, Susan Gruber · The International Journal of Biostatistics · 2012 · 165 citations · Full text

Engineering, Treatment Effect, Causal Effects +22

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