Estimation and prediction with data quality indexes in linear regressions
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computational Mathematics,Statistics, Probability and Uncertainty,Statistics and Probability
Link
https://link.springer.com/content/pdf/10.1007/s00180-023-01441-6.pdf
Reference29 articles.
1. Bansal A, Kauffman RJ, Weitz RR (1993) Comparing the modeling performance of regression and neural networks as data quality varies: a business value approach. J Manag Inf Syst 10(1):11–32. https://doi.org/10.1080/07421222.1993.11517988
2. Berglund L, Garmo H, Lindbäck J, Svärdsudd K, Zethelius B (2008) Maximum likelihood estimation of correction for dilution bias in simple linear regression using replicates from subjects with extreme first measurements. Stat Med 27(22):4397–4407. https://doi.org/10.1002/sim.3312
3. Colnet B, Josse J, Varoquaux G, Scornet E (2022) Causal effect on a target population: a sensitivity analysis to handle missing covariates. J Causal Inference 10(1):372–414. https://doi.org/10.1515/jci-2021-0059
4. Decker H, Martinenghi D (2009) Modeling, measuring and monitoring the quality of information. In: International conference on conceptual modeling. Springer, pp 212–221
5. Farooqi MM, Khattak HA, Imran M (2018) Data quality techniques in the internet of things: random forest regression. In: 2018 14th international conference on emerging technologies (ICET). IEEE, pp 1–4. https://doi.org/10.1109/ICET.2018.8603594
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