Lista de obras - Susan Gruber - Dominio Público Uruguay

A targeted maximum likelihood estimator of a causal effect on a bounded continuous outcome.

artículo científico publicado en 2010

An application of collaborative targeted maximum likelihood estimation in causal inference and genomics.

artículo científico publicado en 2010

An application of targeted maximum likelihood estimation to the meta-analysis of safety data

artículo científico publicado en 2013

Can Machine Learning Help Identify Patients at Risk for Recurrent Sexually Transmitted Infections?

artículo científico publicado en 2020

Characteristics of study design and elements that may contribute to the success of electronic safety monitoring systems

artículo científico publicado en 2014

Collaborative double robust targeted maximum likelihood estimation

artículo científico publicado en 2010

Comparison of privacy-protecting analytic and data-sharing methods: A simulation study

scientific article published on 18 July 2018

Consequences of depletion of susceptibles for hazard ratio estimators based on propensity scores

scientific article published on 06 August 2020

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

artículo científico publicado en 2012

Design and analysis choices for safety surveillance evaluations need to be tuned to the specifics of the hypothesized drug-outcome association

artículo científico publicado en 2016

Development and validation of an automated HIV prediction algorithm to identify candidates for pre-exposure prophylaxis: a modelling study

scientific article published on 05 July 2019

Diagnosing and responding to violations in the positivity assumption ⬇️

artículo científico publicado el 28 de octubre de 2010

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

artículo científico publicado en 2014

Examples of Applying RWE Causal-Inference Roadmap to Clinical Studies

artículo científico publicado en 2023

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

artículo científico publicado en 2017

Limitations of empirical calibration of p-values using observational data

artículo científico publicado en 2016

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

artículo científico publicado en 2016

Relative Performance of Propensity Score Matching Strategies for Subgroup Analyses

artículo científico publicado en 2018

Reply to Boyer et al

artículo científico publicado en 2017

Scalable collaborative targeted learning for high-dimensional data

artículo científico publicado en 2017

Sequential surveillance for drug safety in a regulatory environment

artículo científico publicado en 2018

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

artículo científico publicado en 2014

Targeted minimum loss based estimation of a causal effect on an outcome with known conditional bounds.

artículo científico publicado en 2012

Targeted minimum loss based estimation of causal effects of multiple time point interventions

artículo científico publicado en 2012

Targeted minimum loss based estimator that outperforms a given estimator

scientific article published on 18 May 2012

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

artículo científico publicado en 2017

The relative performance of targeted maximum likelihood estimators

artículo científico publicado en 2011

The risk of febrile seizures following influenza and 13-valent pneumococcal conjugate vaccines

scientific article published on 01 February 2020

Using electronic health records to identify candidates for human immunodeficiency virus pre-exposure prophylaxis: An application of super learning to risk prediction when the outcome is rare

artículo científico publicado en 2020

Variable Selection for Confounder Control, Flexible Modeling and Collaborative Targeted Minimum Loss-Based Estimation in Causal Inference.

artículo científico publicado en 2016

Lista de obras de Susan Gruber

A targeted maximum likelihood estimator of a causal effect on a bounded continuous outcome.

An application of collaborative targeted maximum likelihood estimation in causal inference and genomics.

An application of targeted maximum likelihood estimation to the meta-analysis of safety data

Can Machine Learning Help Identify Patients at Risk for Recurrent Sexually Transmitted Infections?

Characteristics of study design and elements that may contribute to the success of electronic safety monitoring systems

Collaborative double robust targeted maximum likelihood estimation

Comparison of privacy-protecting analytic and data-sharing methods: A simulation study

Consequences of depletion of susceptibles for hazard ratio estimators based on propensity scores

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

Design and analysis choices for safety surveillance evaluations need to be tuned to the specifics of the hypothesized drug-outcome association

Development and validation of an automated HIV prediction algorithm to identify candidates for pre-exposure prophylaxis: a modelling study

Diagnosing and responding to violations in the positivity assumption ⬇️

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

Examples of Applying RWE Causal-Inference Roadmap to Clinical Studies

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

Limitations of empirical calibration of p-values using observational data

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

Relative Performance of Propensity Score Matching Strategies for Subgroup Analyses

Reply to Boyer et al

Scalable collaborative targeted learning for high-dimensional data

Sequential surveillance for drug safety in a regulatory environment

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

Targeted minimum loss based estimation of a causal effect on an outcome with known conditional bounds.

Targeted minimum loss based estimation of causal effects of multiple time point interventions

Targeted minimum loss based estimator that outperforms a given estimator

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

The relative performance of targeted maximum likelihood estimators

The risk of febrile seizures following influenza and 13-valent pneumococcal conjugate vaccines

Using electronic health records to identify candidates for human immunodeficiency virus pre-exposure prophylaxis: An application of super learning to risk prediction when the outcome is rare

Variable Selection for Confounder Control, Flexible Modeling and Collaborative Targeted Minimum Loss-Based Estimation in Causal Inference.