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researcher

Carol Liu

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • econ.EM2
  • stat.ME1
ORCID 0000-0002-3670-9623

identity via Semantic Scholar / OpenAlex

most citedBootstrap Matching: a robust and efficient correction for non-random A/B test, and its applications

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

econ.EM2024

BayesSRW: Bayesian Sampling and Re-weighting approach for variance reduction

Carol Liu

In this paper, we address the challenge of sampling in scenarios where limited resources prevent exhaustive measurement across all subjects. We consider a setting where samples are…

econ.EM2024

SPORTSCausal: Spill-Over Time Series Causal Inference

Carol Liu

Randomized controlled trials (RCTs) have long been the gold standard for causal inference across various fields, including business analysis, economic studies, sociology, clinical…

stat.ME2024★ 1 cited

Bootstrap Matching: a robust and efficient correction for non-random A/B test, and its applications

Zihao Zheng, Carol Liu

A/B testing, a widely used form of Randomized Controlled Trial (RCT), is a fundamental tool in business data analysis and experimental design. However, despite its intent to mainta…

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