Overcoming the impacts of two-step batch effect correction on gene expression estimation and inference

Tenglong Li, Yuqing Zhang, Prasad Patil, W. Evan Johnson

Research output: Contribution to journal › Article › peer-review

15 Citations (Scopus)

Original language	English
Journal	BIOSTATISTICS
Early online date	10 Dec 2021
DOIs	https://doi.org/10.1093/biostatistics/kxab039
Publication status	Published - 10 Dec 2021

Keywords

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title = "Overcoming the impacts of two-step batch effect correction on gene expression estimation and inference",

keywords = "Batch effect, ComBat, Generalized least squares, Sample correlation adjustment, Two-step batch adjustment",

author = "Tenglong Li and Yuqing Zhang and Prasad Patil and Johnson, {W. Evan}",

year = "2021",

month = dec,

day = "10",

doi = "10.1093/biostatistics/kxab039",

language = "English",

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TY - JOUR

T1 - Overcoming the impacts of two-step batch effect correction on gene expression estimation and inference

AU - Li, Tenglong

AU - Zhang, Yuqing

AU - Patil, Prasad

AU - Johnson, W. Evan

PY - 2021/12/10

Y1 - 2021/12/10

KW - Batch effect

KW - ComBat

KW - Generalized least squares

KW - Sample correlation adjustment

KW - Two-step batch adjustment

U2 - 10.1093/biostatistics/kxab039

DO - 10.1093/biostatistics/kxab039

M3 - Article

C2 - 34893807

SN - 1465-4644

JO - BIOSTATISTICS

JF - BIOSTATISTICS

ER -