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2010, ISBN 9780691142128, xii, 125
The@ first graduate-level textbook to focus on fundamental aspects of numerical methods for stochastic computations, this book describes the class of numerical methods based on generalized polynomial chaos (gPC... 
Stochastic differential equations | Technology | Numerical solutions | Stochastic processes | Spectral theory (Mathematics) | Approximation theory | Mathematics | Probabilities | Stochastic differential equations-Numerical solutions
Book
IEEE Journal on Selected Topics in Signal Processing, ISSN 1932-4553, 12/2007, Volume 1, Issue 4, pp. 606 - 617
Recently, a lot of attention has been paid to regularization based methods for sparse signal reconstruction (e.g... 
Convex optimization | regularization | Basis pursuit denoising | Least squares | Preconditioned conjugate gradients | Interior-point methods | Compressive sampling | Compressed sensing | Studies | Methods | Algorithms
Journal Article
2004, Wiley series in probability and statistics, ISBN 9780470866979, xiii, 289
"Generalised Least Squares" adopts a concise and mathematically rigorous approach... 
Mathematics | Least squares | Probability & Statistics | General
Book
2011, 1. Aufl., ISBN 9780470890042, xx, 605
.... Methods for deciding on the “best” model are also presented.A second goal is to present little known extensions of least squares estimation or Kalman filtering... 
Engineering | Mathematical models | Kalman filtering | Statistical methods | Least squares | Control Systems Technology | Circuits | TECHNOLOGY & ENGINEERING | Electronics | General | Engineering–Statistical methods
Book
Signal Processing, ISSN 0165-1684, 2007, Volume 87, Issue 10, pp. 2283 - 2302
Journal Article
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