Title: Tools for Multivariate Nonparametrics
Author: Klaus Nordhausen, Seija Sirkia, Hannu Oja, Dave Tyler
Description: Tools for multivariate nonparametrics, as location tests based on marginal ranks, spatial median and spatial signs computation, Hotelling's T-test, estimates of shape

Author: Klaus Nordhausen, Seija Sirkia, Hannu Oja, David E. Tyler

Description: Tools for multivariate nonparametrics, as location tests
based on marginal ranks, spatial median and spatial signs
computation, Hotelling's T-test, estimates of shape

Description: Tools for multivariate nonparametrics, as location tests based on marginal ranks, spatial median and spatial signs computation, Hotelling's T-test, estimates of shape are implemented.

Title: Outlier Detection Using Invariant Coordinate Selection
Author: Aurore Archimbaud, Klaus Nordhausen, Anne Ruiz-Gazen
Depends: R (>= 3.0.0), methods, ICS (>= 1.3-0), moments
Description: Multivariate outlier detection is performed using invariant coordinates where the package offers different methods to choose the appropriate components.

Imports: graphics, grDevices, mvtnorm, parallel

Title: ICSS Algorithm by Inclan/Tiao (1994)
Authors@R: person(given = "Siegfried", family = "Köstlmeier", role = c("aut", "cre", "cph"), email = "siegfried.koestlmeier@gmail.com", comment = c(ORCID = "0000-0002-7221-6981"))
Description: The Iterative Cumulative Sum of Squares (ICSS) algorithm by Inclan/Tiao (1994) <https://www.jstor.org/stable/2290916> detects multiple change points, i.e. structural break points, in the variance of a sequence of independent observations. For series of moderate size (i.e. 200 observations and beyond), the ICSS algorithm offers results comparable to those obtained by a Bayesian approach or by likelihood ration tests, without the heavy computational burden required by these approaches.
Packaged: 2020-05-26 11:52:46 UTC; LocalAdmin
Author: Siegfried Köstlmeier [aut, cre, cph]

Packaged: 2021-04-22 13:06:47 UTC; LocalAdmin

Author: Aurore Archimbaud, Joris May, Klaus Nordhausen, Anne Ruiz-Gazen
Description: Performs Invariant Coordinate Selection (ICS) (Tyler, Critchley, Duembgen and Oja (2009) <doi:10.1111/j.1467-9868.2009.00706.x>) and especially ICS outlier identification (Archimbaud, Nordhausen, Ruiz-Gazen (2016) <arXiv:1612.06118>) using a shiny app.
Packaged: 2017-11-16 09:41:44 UTC; Klaus Nordhausen