ACGH

Micro-array data for 43 different individuals with a bladder tumor.

datasets

Implements various procedures for finding
multiple change-points from Matteson D. et al (2013)
<doi:10.1080/01621459.2013.849605>, Zhang W. et al (2017)
<doi:10.1109/ICDMW.2017.44>, Arlot S. et al (2019).
Two methods make use of dynamic
programming and pruning, with no distributional
assumptions other than the existence of certain absolute
moments in one method. Hierarchical and exact search methods
are included. All methods return the set of estimated change-
points as well as other summary information.

Wenyu Zhang

Non-Parametric Multiple Change-Point Analysis of Multivariate
Data

ACGH function

A list with the following components. 
data: The micro-array data for 43 individuals. This information is stored in a 2215 by 43 matrix. 
individual: A numeric vector indicating which individuals' mico-array data are present.

ACGH: Bladder Tumor Micro-Array Data

Description

Usage

Arguments

Format

References

Examples