Welsch, Roy E.

Regression Diagnostics: Identifying Influential Data and Sources of Collinearity

Belsley, D. A., Kuh, E., & Welsch, R. E. (1980) · Wiley Series in Probability and Statistics

Advanced Statistical Methods and ModelsStatistical Methods and Applications

Cited by 7,297

Robust regression using iteratively reweighted least-squares.

Holland, P. W., & Welsch, R. E. (1977) · Communications in Statistics - Theory and Methods

Advanced Statistical Methods and ModelsStatistical and numerical algorithms

Cited by 2,115

Anomaly detection via a Gaussian Mixture Model for flight operation and safety monitoring

Li, L., Hansman, R. J., Palacios, R., & Welsch, R. (2016) · Transportation Research Part C: Emerging Technologies

Anomaly Detection Techniques and ApplicationsAir Traffic Management and Optimization

Cited by 254

PTMScout, a Web Resource for Analysis of High Throughput Post-translational Proteomics Studies

Naegle, K. M., Gymrek, M., Joughin, B. A., Wagner, J. P., Welsch, R. E., Yaffe, M. B., Lauffenburger, D. A., & White, F. M. (2010) · Molecular & Cellular Proteomics

Advanced Proteomics Techniques and ApplicationsBioinformatics and Genomic Networks

Cited by 41

A Novel Prediction Model for Multimodal Medical Data Based on Graph Neural Networks

Zhang, L., Li, T., Cui, H., Zhang, Q., Jiang, Z., Li, J., Welsch, R. E., & Jia, Z. (2025) · Machine Learning and Knowledge Extraction

Advanced Graph Neural NetworksArtificial Intelligence in Healthcare

Cited by 4