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Why Least Squares and Maximum Entropy? An Axiomatic Approach to Inference for Linear Inverse Problems JOURNAL ARTICLE published 1 December 1991 in The Annals of Statistics |
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Maximum Likelihood and Least Squares Estimation in Linear and Affine Functional Models JOURNAL ARTICLE published 1 March 1982 in The Annals of Statistics |
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Bayesian methods and maximum entropy for ill-posed inverse problems JOURNAL ARTICLE published 1 February 1997 in The Annals of Statistics |
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Why maximum entropy? A non-axiomatic approach PROCEEDINGS ARTICLE published 2002 in AIP Conference Proceedings |
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Maxentropic approach to linear inverse problems BOOK CHAPTER published February 2011 in Series on Advances in Mathematics for Applied Sciences |
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Linear models, least squares, and maximum likelihood BOOK CHAPTER published 27 April 2017 in Practical Bayesian Inference |
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Distributed least squares prediction for functional linear regression* JOURNAL ARTICLE published 1 February 2022 in Inverse Problems Research funded by National Natural Science Foundation of China (11871438) |
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Inductive Inference and the Maximum Entropy Principle BOOK CHAPTER published 1985 in Maximum-Entropy and Bayesian Methods in Inverse Problems |
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On the history of maximum likelihood in relation to inverse probability and least squares JOURNAL ARTICLE published 1 May 1999 in Statistical Science |
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Geometric inference for general high-dimensional linear inverse problems JOURNAL ARTICLE published 1 August 2016 in The Annals of Statistics |
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An Approach to Upper Bound Problems for Risks of Generalized Least Squares Estimators JOURNAL ARTICLE published 1 June 1986 in The Annals of Statistics |
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Linear Least Squares Problems – Singular Value Decomposition OTHER published 16 May 2016 in Numerical Methods for Inverse Problems |
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Robust linear least squares regression JOURNAL ARTICLE published 1 October 2011 in The Annals of Statistics |
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Maximum Entropy and Linear Inverse Problems. A Short Review BOOK CHAPTER published 1993 in Maximum Entropy and Bayesian Methods |
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23. Linear Least Squares with Linear Inequality Constraints BOOK CHAPTER published January 1995 in Solving Least Squares Problems |
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9. Algebraic Connections between Total Least Squares Estimation and Classical Linear Regression in Multicollinearity Problems BOOK CHAPTER published January 1991 in The Total Least Squares Problem |
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Linear Least Squares Regression JOURNAL ARTICLE published December 1967 in The Annals of Mathematical Statistics |
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Geodesic Least Squares: Robust Regression Using Information Geometry PROCEEDINGS ARTICLE published 27 November 2023 in The 42nd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering |
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Interval analysis approach to rank determination in linear least squares problems REPORT published 1 June 1980 |
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Algorithms for Linear Least Squares Problems BOOK CHAPTER published 1991 in Computer Algorithms for Solving Linear Algebraic Equations |