Estimating classification consistency of screening measures and quantifying the impact of measurement bias.
Sign Up to like & getrecommendations! Published in 2021 at "Psychological assessment"
DOI: 10.1037/pas0000938
Abstract: Screening measures are used in psychology and medicine to identify respondents who are high or low on a construct. Based on the screening, the evaluator assigns respondents to classes corresponding to different courses of action:… read more here.
Keywords: medicine; classification; measurement bias; consistency ... See more keywords
Shear measurement bias
Sign Up to like & getrecommendations! Published in 2020 at "Astronomy and Astrophysics"
DOI: 10.1051/0004-6361/202038658
Abstract: We present a new shear calibration method based on machine learning. The method estimates the individual shear responses of the objects from the combination of several measured properties on the images using supervised learning. The… read more here.
Keywords: shear measurement; measurement bias; method; calibration ... See more keywords
[The directionality of measurement bias: a directed acyclic graph-based structural perspective].
Sign Up to like & getrecommendations! Published in 2023 at "Zhonghua liu xing bing xue za zhi = Zhonghua liuxingbingxue zazhi"
DOI: 10.3760/cma.j.cn112338-20220906-00765
Abstract: Measurement bias (MB) has been described in causal structures but is still not entirely clear. In practice, the correctness of substitution estimate (SE) of effect is a prerequisite for causal inference, usually based on a… read more here.
Keywords: acyclic graph; measurement system; measurement; measurement bias ... See more keywords