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Journal Article
01/2014, ISBN 9781420099935
Book
IEEE Signal Processing Letters, ISSN 1070-9908, 04/2019, Volume 26, Issue 4, pp. 543 - 547
We propose a joint least squares and least absolute deviations (JOLESALAD) model, show that the proposed model can cover least absolute shrinkage and selection... 
constrained LASSO | Signal restoration | Biological system modeling | LASSO | Market research | ramp signal restoration | Numerical models | Matrix decomposition | Mathematical model | Noise measurement | generalized LASSO | SELECTION | ENGINEERING, ELECTRICAL & ELECTRONIC | Restoration | Least squares | Shrinkage | Signal and Image Processing | Computer Science
Journal Article
Geophysics, ISSN 0016-8033, 09/2015, Volume 81, Issue 4, pp. S165 - S179
Journal Article
Journal Article
by Hou, J and Symes, WW
GEOPHYSICS, ISSN 0016-8033, 07/2016, Volume 81, Issue 4, pp. S165 - S179
Least-squares migration (LSM) iteratively achieves a mean-square best fit to seismic reflection data, provided that a kinematically accurate velocity model is... 
VELOCITY ANALYSIS | ONE-WAY | GEOCHEMISTRY & GEOPHYSICS | DOMAIN | 3D ANGLE GATHERS | LINEARIZED INVERSION | FORM INVERSION | WAVE-EQUATION MIGRATION | REVERSE-TIME MIGRATION | GENERALIZED RADON-TRANSFORM | PRESTACK DEPTH-MIGRATION | Algorithms | Least squares method | Migration | Norms | Conjugate gradients | Mathematical models | Iterative methods | Offsets
Journal Article
BRIEFINGS IN BIOINFORMATICS, ISSN 1467-5463, 01/2007, Volume 8, Issue 1, pp. 32 - 44
Partial least squares (PLS) is an efficient statistical regression technique that is highly suited for the analysis of genomic and proteomic data. In this... 
LOGISTIC-REGRESSION | BIOCHEMICAL RESEARCH METHODS | PATTERNS | GENERALIZED LINEAR-REGRESSION | classification | dimension reduction | CANCER | partial least squares (PLS) | PREDICTION | GENE-EXPRESSION DATA | REDUCTION | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | PLS | high-dimensional genomic data | TUMOR CLASSIFICATION | gene expression | MICROARRAY DATA
Journal Article
Journal of Computational Physics, ISSN 0021-9991, 10/2015, Volume 298, Issue C, pp. 787 - 800
Journal Article
Journal of Computational and Applied Mathematics, ISSN 0377-0427, 2009, Volume 224, Issue 2, pp. 759 - 776
This paper is concerned with weighted least squares solutions to general coupled Sylvester matrix equations. Gradient based iterative algorithms are proposed... 
Weighted least squares solutions | Coupled Sylvester matrix equations | Gradient based iterative algorithms | Maximal convergence rate | Weighted generalized inverses | LINEAR-SYSTEMS | MATHEMATICS, APPLIED | ITERATIVE SOLUTIONS | ALGORITHM | LYAPUNOV EQUATIONS | AXB | SYMMETRIC SOLUTION | REFLEXIVE
Journal Article
IEEE Signal Processing Letters, ISSN 1070-9908, 11/2017, Volume 24, Issue 11, pp. 1681 - 1685
The key task in ESPRIT-based parameter estimation is finding the solution to the shift invariance equation (SIE), which is often an overdetermined, linear... 
Linear systems | Estimation error | Direction-of-arrival estimation | generalized least squares (GLS) | Signal processing algorithms | shift invariance equation (SIE) | Direction of arrival (DOA) estimation | Covariance matrices | Standards | ESPRIT | PERFORMANCE ANALYSIS | MUSIC | ALGORITHMS | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 05/1999, Volume 21, Issue 5, pp. 476 - 480
Journal Article
Stata Journal, ISSN 1536-867X, 03/2006, Volume 6, Issue 1, pp. 40 - 57
This paper presents a command, gist, for trend estimation across different exposure levels for either single or multiple summarized case-control,... 
Gist | Generalized least squares | Metaregression | Dose-response data | St0096 | Trend | Meta-analysis | dose-response data | metaanalysis | trend | glst | st0096 | metaregression | RISK | STATISTICS & PROBABILITY | generalized least squares | CANCER | Medicine, Experimental | Medical research | Usage | Regression analysis | Methods | Least squares
Journal Article
Journal of Econometrics, ISSN 0304-4076, 05/2018, Volume 204, Issue 1, pp. 1 - 17
Journal Article
Journal of the Royal Statistical Society: Series B (Statistical Methodology), ISSN 1369-7412, 06/2016, Volume 78, Issue 3, pp. 589 - 611
Journal Article
Geophysics, ISSN 0016-8033, 01/2016, Volume 81, Issue 5, pp. S299 - S315
We have developed a method for accelerating the convergence of iterative least-squares migration. The algorithm uses a pseudodifferential scaling (dip and... 
ANISOTROPIC ELASTIC MEDIA | VELOCITY ANALYSIS | ONE-WAY | GEOCHEMISTRY & GEOPHYSICS | LINEARIZED INVERSION | SEISMIC-REFLECTION DATA | WAVE-EQUATION MIGRATION | TIME MIGRATION | PRESTACK DEPTH-MIGRATION | GENERALIZED RADON-TRANSFORM | Amplitudes | Least squares method | Migration | Images | Scaling | Mathematical models | Preconditioning | Offsets
Journal Article