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The role of total least squares in motion analysis
1998The main goal of this paper is to put well-established techniques for two-view motion analysis in the context of the theory of Total Least Squares and to make clear that robust and reliable motion analysis algorithms cannot be designed without a thorough statistical consideration of the consequences of errors in the input data.
Matthias Mühlich, Rudolf Mester
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Perturbation analysis for an orthogonal least‐squares estimator
Canadian Journal of Statistics, 1995AbstractCoordinate measuring machines (CMMs) are used to check the geometric integrity of component parts. The geometric constraints to which a part must conform, as defined e.g., by The American National Standards Institute, assume the use of some type of gauging system when inspecting the part.
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Deformation Analysis With Least Squares And Total Least Squares Methods
In this study, application of Total Least Squares TLS method in deformation analysis and comparison of its results with the Least Squares LS method was aimed. In this context, GPS observations collected in a landslide area nearby BüyükçekmeceGürpinar landslide region in October 1997 and in March 1998 were processed.ACAR, Mustafa +2 more
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A Least Squares Approach to Linear Discriminant Analysis
SIAM Journal on Scientific and Statistical Computing, 1991A new approach to linear discriminant analysis that puts the burden of the computational load on solving a linear least squares problem rather than on solving a generalized eigensystem is presented. The problem being solved is that of reducing the dimension of a vector space in which several classes of objects are to have the best possible separation ...
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Quantitative Error Analysis for the Least-Squares Imaging
IEEE Transactions on Geoscience and Remote Sensing, 2022Jidong Yang +3 more
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Least Median of Squares Regression
Journal of the American Statistical Association, 1984Peter J Rousseeuw
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A Critical Examination of Common Beliefs About Partial Least Squares Path Modeling
Organizational Research Methods, 2013Mikko Ronkko, Joerg Evermann
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