A novel multivariate data quality assessment was proposed. Strategies based on rotated factor scores and confidence ellipsoids were proposed. An experimental application to verify the method in a real case was performed. The results showed that the method favors the correlated data quality evaluation.
This study explores the nature of the correlation in data to estimate the data quality to be used in decision-making processes. The main contribution of ...
Multivariate data quality assessment based on rotated factor scores and confidence ellipsoids · F. A. Almeida, R. Leite, +2 authors A. P. Paiva · Published in ...
Multivariate data quality assessment based on rotated factor scores and confidence ellipsoids. https://doi.org/10.1016/j.dss.2019.113173 ·. Journal: Decision ...
Bibliographic details on Multivariate data quality assessment based on rotated factor scores and confidence ellipsoids.
A novel multivariate data quality assessment was proposed. • Strategies based on rotated factor scores and confidence ellipsoids were proposed. • An ...
Co-authors ; Multivariate data quality assessment based on rotated factor scores and confidence ellipsoids. FA de Almeida, RR Leite, GF Gomes, JH de Freitas ...
Multivariate data quality assessment based on rotated factor scores and confidence ellipsoids ... Confidence ellipsoids for ASCA models based on multivariate ...
Oct 22, 2024 · Multivariate data quality assessment based on rotated factor scores and confidence ellipsoids. Article. Oct 2019; DECIS SUPPORT SYST.
Oct 19, 2020 · This approach is called weighting of rotated factor scores (WRF). Based on this, the quality of the data will be evaluated in an appropriate way ...