4 citations · 5 across the 3 of their papers we have counts for
8 papers
Assessment of Immune Correlates of Protection via Controlled Vaccine Efficacy and Controlled Risk
Peter B. Gilbert, Youyi Fong, Marco Carone
Immune correlates of protection (CoPs) are immunologic biomarkers accepted as a surrogate for an infectious disease clinical endpoint and thus can be used for traditional or provis…
Inference for treatment-specific survival curves using machine learning
Ted Westling, Alex Luedtke, Peter Gilbert +1
In the absence of data from a randomized trial, researchers often aim to use observational data to draw causal inference about the effect of a treatment on a time-to-event outcome.…
Inference on function-valued parameters using a restricted score test
Aaron Hudson, Marco Carone, Ali Shojaie
It is often of interest to make inference on an unknown function that is a local parameter of the data-generating mechanism, such as a density or regression function. Such estimand…
Universal sieve-based strategies for efficient estimation using machine learning tools
Hongxiang Qiu, Alex Luedtke, Marco Carone
Suppose that we wish to estimate a finite-dimensional summary of one or more function-valued features of an underlying data-generating mechanism under a nonparametric model. One ap…
Combining Biomarkers by Maximizing the True Positive Rate for a Fixed False Positive Rate
Allison Meisner, Marco Carone, Margaret S. Pepe +1
Biomarkers abound in many areas of clinical research, and often investigators are interested in combining them for diagnosis, prognosis, or screening. In many applications, the tru…
Correcting an estimator of a multivariate monotone function with isotonic regression
Ted Westling, Mark van der Laan, Marco Carone
In many problems, a sensible estimator of a possibly multivariate monotone function may itself fail to be monotone. We study the correction of such an estimator obtained via projec…