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Book Cover
E-book
Author Darolles, Serge

Title Multi-factor models and signal processing techniques : application to quantitative finance / Serge Darolles, Patrick Duvaut, Emmanuelle Jay
Published Hoboken : Wiley ; London : ISTE, 2013

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Description 1 online resource (xxiii, 162 pages) : illustrations
Series ISTE
ISTE
Contents Factor Models and General Definition / Serge Darolles, Patrick Duvaut, Emmanuelle Jay -- Factor Selection / Serge Darolles, Patrick Duvaut, Emmanuelle Jay -- Least Squares Estimation (LSE) and Kalman Filtering (KF) for Factor Modeling: / Serge Darolles, Patrick Duvaut, Emmanuelle Jay -- A Regularized Kalman Filter (rgKF) for Spiky Data / Serge Darolles, Patrick Duvaut, Emmanuelle Jay -- Some Probability Densities -- Supplemental Images
Summary With recent outbreaks of multiple large-scale financial crises, amplified by interconnected risk sources, a new paradigm of fund management has emerged. This new paradigm leverages "embedded" quantitative processes and methods to provide more transparent, adaptive, reliable and easily implemented "risk assessment-based" practices. This book surveys the most widely used factor models employed within the field of financial asset pricing. Through the concrete application of evaluating risks in the hedge fund industry, the authors demonstrate that signal processing techniques are an intere
Bibliography Includes bibliographical references and index (pages 143-152)
Notes Online resource; title from PDF title page (Wiley, viewed Aug. 14, 2013)
Subject Factor analysis.
Signal processing -- Mathematics
Factor Analysis, Statistical
Factor analysis
Signal processing -- Mathematics
Form Electronic book
Author Duvaut, Patrick.
Jay, Emmanuelle.
ISBN 9781118577387
1118577388
9781118577400
111857740X