TY - JOUR
T1 - CCWeights
T2 - an R package and web application for automated evaluation and selection of weighting factors for accurate quantification using linear calibration curve
AU - Dong, Yonghui
AU - Wachsman, Tal
AU - Morgan, Liat
AU - Gazit, Ehud
AU - Birkler, Rune Isak Dupont
N1 - Publisher Copyright:
© 2021 The Author(s). Published by Oxford University Press.
PY - 2021
Y1 - 2021
N2 - The accuracy of any analytical method is highly dependent on the selection of an appropriate calibration model. Here, we present CCWeights, an R package for automated assessment and selection of weighting factors for accurate quantification using linear calibration curve. Additionally, CCWeights includes a web application that allows users to analyze their data using an interactive graphical user interface, without any programming requirements. The workflow and features of CCWeights are illustrated by the analyses of two datasets acquired by liquid chromatography-mass spectrometry (LC-MS). The resulting quantification table can be directly utilized for further model assessment and subsequent data analysis.
AB - The accuracy of any analytical method is highly dependent on the selection of an appropriate calibration model. Here, we present CCWeights, an R package for automated assessment and selection of weighting factors for accurate quantification using linear calibration curve. Additionally, CCWeights includes a web application that allows users to analyze their data using an interactive graphical user interface, without any programming requirements. The workflow and features of CCWeights are illustrated by the analyses of two datasets acquired by liquid chromatography-mass spectrometry (LC-MS). The resulting quantification table can be directly utilized for further model assessment and subsequent data analysis.
UR - http://www.scopus.com/inward/record.url?scp=85152287335&partnerID=8YFLogxK
U2 - 10.1093/bioadv/vbab029
DO - 10.1093/bioadv/vbab029
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AN - SCOPUS:85152287335
SN - 2635-0041
VL - 1
JO - Bioinformatics Advances
JF - Bioinformatics Advances
IS - 1
M1 - vbab029
ER -