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Least Squares Data Fitting with Applications
Jul 31, 2025 ·
26m 7s
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Least Squares Data Fitting with Applications
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Description
Focuses on least squares data fitting with a strong emphasis on numerical methods and statistical analysis. It explores various algorithms for solving linear and nonlinear least squares problems, including direct...
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Focuses on least squares data fitting with a strong emphasis on numerical methods and statistical analysis. It explores various algorithms for solving linear and nonlinear least squares problems, including direct and iterative methods for both full-rank and rank-deficient scenarios. The discussion extends to constrained least squares, missing data imputation, and regularization techniques for ill-conditioned problems. Furthermore, the text examines diverse applications such as spline approximation, neural network training, and inverse problems in fields like NMR spectroscopy and geophysical tomography, highlighting the practical utility and theoretical underpinnings of least squares in real-world scenarios.
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Produced by Podcai Studio:
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You can listen and download our episodes for free on more than 10 different platforms:
https://linktr.ee/book_shelter
Get the Book now from Amazon:
https://www.amazon.com/Least-Squares-Data-Fitting-Applications/dp/1421407868?&linkCode=ll1&tag=cvthunderx-20&linkId=8c1ca77fdbee1d7fca0f18e59ac19d2f&language=en_US&ref_=as_li_ss_tl
Produced by Podcai Studio:
https://www.podcaistudio.com/
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