Robust estimation in signal processing: A tutorial-style treatment of fundamental concepts

AM Zoubir, V Koivunen… - IEEE Signal …, 2012 - ieeexplore.ieee.org
The word robust has been used in many contexts in signal processing. Our treatment
concerns statistical robustness, which deals with deviations from the distributional …

[書籍][B] Robust statistics: theory and methods (with R)

RA Maronna, RD Martin, VJ Yohai, M Salibián-Barrera - 2019 - books.google.com
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 …

[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 …

[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 …

Wōtan: Comprehensive time-series detrending in Python

M Hippke, TJ David, GD Mulders… - The Astronomical …, 2019 - iopscience.iop.org
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 …

[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 …

[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 …

[書籍][B] Robust statistical procedures

PJ Huber - 1996 - SIAM
When SIAM contacted me about the preparation of a second edition of this booklet, it
became clear almost immediately that any attempt to rewrite the booklet would invite the …

Robust estimates of location and dispersion for high-dimensional datasets

RA Maronna, RH Zamar - Technometrics, 2002 - Taylor & Francis
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 …

[書籍][B] Alternative methods of regression

D Birkes, Y Dodge - 2011 - books.google.com
Of related interest. Nonlinear Regression Analysis and its Applications Douglas M. Bates
and Donald G. Watts". an extraordinary presentation of concepts and methods concerning …