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Papers

Missing data methods in PCA and PLS: Score calculations with incomplete observations
Nelson, P.R.C., Taylor, P.A., MacGregor, J. F.
Chemometrics and Intelligent Laboratory Systems, 35 45-65 (1996)  -  [ Publisher Version ]
Design cost: a systematic approach to technology selection for model-based real-time optimization systems
Forbes, J.F., Marlin, T. E.
Computers and Chemical Engineering, 20 717-734 (1996)  -  [ Publisher Version ]
Experiences with industrial applications of projection methods for multivariate statistical process control
Kourti, T., Lee, J., MacGregor, J. F.
Computers and Chemical Engineering, 20 S745-S750 (1996)  -  [ Publisher Version ]
Identification of finite impulse response models: Methods and robustness issues
Dayal, B., MacGregor, J. F.
Industrial and Engineering Chemistry Research, 35 4078-4090 (1996)  -  [ Publisher Version ]
Detection and diagnosis of abnormal batch operations based on multiway principal component analysis
Nomikos, P.
ISA Transactions, 35 259-266 (1996)  -  [ Publisher Version ]
Frameworks for latent variable multivariate regression
Burnham, A.J., Viveros, R., MacGregor, J. F.
Journal of Chemometrics, 10 31-45 (1996)  -  [ Publisher Version ]
Multivariate SPC methods for process and product monitoring
Kourti, T., MacGregor, J. F.
Journal of Quality Technology, 28 409-428 (1996)
Process analysis, monitoring and diagnosis using multivariate projection methods - A tutorial
Kourti, T., MacGregor, J. F.
Chemometrics and Intelligent Laboratory Systems, 28 3-21 (1995)  -  [ Publisher Version ]
Multi-way partial least squares in monitoring batch processes
Nomikos, P., MacGregor, J. F.
Chemometrics and Intelligent Laboratory Systems, 30 97-108 (1995)  -  [ Publisher Version ]
Statistical process control of multivariate processes
MacGregor, J. F., Kourti, T.
Control Engineering Practice, 3 403-414 (1995)  -  [ Publisher Version ]
Analysis, monitoring and fault diagnosis of batch processes using multiblock and multiway PLS
Kourti, T., Nomikos, P., MacGregor, J. F.
Journal of Process Control, 5 277-284 (1995)  -  [ Publisher Version ]
Multivariate SPC charts for monitoring batch processes
Nomikos, P., MacGregor, J. F.
Technometrics, 37 41-59 (1995)
Process monitoring and diagnosis by multi-block PLS methods
MacGregor, J. F., Jaeckle, C.M., Kiparissides, C., Koutoudi, M.
AIChE Journal, 40 826-838 (1994)  -  [ Publisher Version ]
Monitoring of batch processes using multi-way principal component analysis
Nomikos, P., MacGregor, J. F.
AIChE Journal, 40 1361-1375 (1994)  -  [ Publisher Version ]
Multivariate design of process experiments (M-DOPE)
Kettaneh-Wold, N., MacGregor, J. F., Dayal, B., Wold, S.
Chemometrics and Intelligent Laboratory Systems, 23 39-50 (1994)  -  [ Publisher Version ]
Development of inferential process models using PLS
Computers and Chemical Engineering, 18 597-611 (1994)  -  [ Publisher Version ]
Model adequacy requirements for optimizing plant operations
Computers and Chemical Engineering, 497-510 (1994)  -  [ Publisher Version ]
Composition and particle diameter for Styrene/Methyl Methacrylate copolymer latex using UV and NIR spectroscopy
Gossen, P., MacGregor, J. F., Pelton, R.H.
Applied Spectroscopy, 47 1852-1870 (1993)  -  [ Publisher Version ]
Multivariate data analysis applied to low-density polyethylene reactors
Skagerberg, B., MacGregor, J. F., Kiparissides, C.
Chemometrics and Intelligent Laboratory Systems, 14 341-356 (1992)  -  [ Publisher Version ]
Multivariate statistical monitoring of process operating performance
Canadian Journal of Chemical Engineering, 69 35-47 (1991)  -  [ Publisher Version ]
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