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Rebecca Knowlton

2 papers hereh-index 16 citations4 works total

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  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

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  • stat.ME2

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2 papers · 1 filter

stat.ME2025

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners

Rebecca Knowlton, Layla Parast

Surrogate markers are most commonly studied within the context of randomized clinical trials. However, the need for alternative outcomes extends beyond these settings and may be mo…

stat.ME2025

Efficient Testing Using Surrogate Information

Rebecca Knowlton, Layla Parast

In modern clinical trials, there is immense pressure to use surrogate markers in place of an expensive or long-term primary outcome to make more timely decisions about treatment ef…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.