Robust estimation in signal processing: A tutorial-style treatment of fundamental concepts
The word robust has been used in many contexts in signal processing. Our treatment
concerns statistical robustness, which deals with deviations from the distributional …
concerns statistical robustness, which deals with deviations from the distributional …
[書籍][B] Robust statistics: theory and methods (with R)
A new edition of this popular text on robust statistics, thoroughly updated to include new and
improved methods and focus on implementation of methodology using the increasingly …
improved methods and focus on implementation of methodology using the increasingly …
[書籍][B] Robust regression and outlier detection
PJ Rousseeuw, AM Leroy - 2003 - books.google.com
WILEY-INTERSCIENCE PAPERBACK SERIES The Wiley-Interscience Paperback Series
consists of selected books that have been made more accessible to consumers in an effort …
consists of selected books that have been made more accessible to consumers in an effort …
[書籍][B] Robust statistics
PJ Huber, EM Ronchetti - 2011 - books.google.com
A new edition of the classic, groundbreaking book on robust statistics Over twenty-five years
after the publication of its predecessor, Robust Statistics, Second Edition continues to …
after the publication of its predecessor, Robust Statistics, Second Edition continues to …
Wōtan: Comprehensive time-series detrending in Python
The detection of transiting exoplanets in time-series photometry requires the removal or
modeling of instrumental and stellar noise. While instrumental systematics can be reduced …
modeling of instrumental and stellar noise. While instrumental systematics can be reduced …
[書籍][B] Modern statistics for the social and behavioral sciences: A practical introduction
R Wilcox - 2017 - taylorfrancis.com
Requiring no prior training, Modern Statistics for the Social and Behavioral Sciences
provides a two-semester, graduate-level introduction to basic statistical techniques that …
provides a two-semester, graduate-level introduction to basic statistical techniques that …
[書籍][B] Modern methods for robust regression
R Andersen - 2008 - books.google.com
Modern Methods for Robust Regression offers a brief but in-depth treatment of various
methods for detecting and properly handling influential cases in regression analysis. This …
methods for detecting and properly handling influential cases in regression analysis. This …
Robust estimates of location and dispersion for high-dimensional datasets
The computing times of high-breakdown point estimates of multivariate location and scatter
increase rapidly with the number of variables, which makes them impractical for high …
increase rapidly with the number of variables, which makes them impractical for high …