Ailin Fan

Works (3)

Updated: August 3rd, 2023 21:15

2017 journal article

Change-Plane Analysis for Subgroup Detection and Sample Size Calculation

Journal of the American Statistical Association, 112(518), 769–778.

By: A. Fan n, R. Song n  & W. Lu n

author keywords: Change-plane analysis; Doubly robust test; Sample size calculation; Semiparametric model; Subgroup analysis
topics (OpenAlex): Statistical Methods and Inference; Advanced Statistical Methods and Models; Statistical Methods and Bayesian Inference
TL;DR: A change-plane technique is adopted to first test the existence of a subgroup, and then identify the subgroup if the null hypothesis on nonexistence of such a sub group is rejected. (via Semantic Scholar)
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3. Good Health and Well-being (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries, Crossref
Added: August 6, 2018

2016 journal article

Improved Acceptance Limits for ASTM Standard E2810

STATISTICS IN BIOPHARMACEUTICAL RESEARCH, 8(1), 40–48.

By: R. Lewis & A. Fan*

author keywords: Uniformity of dosage units (UDU).; ASTM Standard E2810; ASTM Standard E2709; Lot-release, USP
topics (OpenAlex): Statistical Methods in Clinical Trials; Optimal Experimental Design Methods; Pesticide Residue Analysis and Safety
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Source: Web Of Science
Added: August 6, 2018

2016 journal article

SEQUENTIAL ADVANTAGE SELECTION FOR OPTIMAL TREATMENT REGIME

ANNALS OF APPLIED STATISTICS, 10(1), 32–53.

By: A. Fan n, W. Lu n & R. Song n 

author keywords: Optimal treatment regime; qualitative interaction; sequential advantage; variable selection
topics (OpenAlex): Advanced Causal Inference Techniques; Statistical Methods in Clinical Trials; Statistical Methods and Inference
TL;DR: A sequential advantage selection method based on the modified S-score that selects qualitatively interacted variables sequentially, and hence excludes marginally important but jointly unimportant variables or vice versa, and can handle a large amount of covariates even if sample size is small. (via Semantic Scholar)
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Sources: Web Of Science, NC State University Libraries
Added: August 6, 2018

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