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Robust tests for linear regression models based on τ-estimates
(Elsevier Science, 2016-01)
ANOVA tests are the standard tests to compare nested linear models fitted by least squares. These tests are equivalent to likelihood ratio tests, so they have high power. However, least squares estimators are very vulnerable ...
Combining iterative heuristic optimization and uncertainty analysis methods for robust parameter design
(TAYLOR & FRANCIS LTD, 2006)
A number of investigators have pointed out that products and processes lack quality because of performance inconsistency, which is often due to uncontrollable parameters in the manufacturing process or product usage. Robust ...
Well-conditioned robust observer for detection of faulty systems components
(1997-12-01)
A new concept of fault detection and isolation using robust observation for systems with random noises is presented. The method selects the parameters from components that may fault during the process and constructs well ...
Well-conditioned robust observer for detection of faulty systems components
(1997-12-01)
A new concept of fault detection and isolation using robust observation for systems with random noises is presented. The method selects the parameters from components that may fault during the process and constructs well ...
Control of an autonomous underwater vehicle subject to robustness constraints
(International Federation of Automatic Control, 2018)
In this paper, we present a method to compute a control law for an Autonomous Underwater Vehicle (AUV) subject to external disturbances. The control law’s design objectives are formulated as H∞ objectives used to synthesize ...
Robust smoothed canonical correlation analysis for functional data
(Cornell University, 2020-11-20)
This paper provides robust estimators for the first canonical correlation and directions of random elements on Hilbert separable spaces by using robust association and scale measures combined with basis expansion and/or ...
Identification and Robust Control of an Experimental Servo Motor
(Elsevier Science Inc, 2002)
In this work, the design of a robust controller for an experimental laboratory-scale position control system based on a DC motor drive as well as the corresponding identification and robust stability analysis are ...
The usefulness of robust multivariate methods: A case study with the menu items of a fast food restaurant chain
(Universidade Federal de Santa Maria, 2020)
A Case for Robust Bayesian Priors with applications to Clinical Trials
(Bayesian Analysis, 2012)