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PCA4TS (version 0.1)

Segmenting Multiple Time Series by Contemporaneous Linear Transformation

Description

To seek for a contemporaneous linear transformation for a multivariate time series such that the transformed series is segmented into several lower-dimensional subseries, and those subseries are uncorrelated with each other both contemporaneously and serially.

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Version

Install

install.packages('PCA4TS')

Monthly Downloads

16

Version

0.1

License

GPL-2

Maintainer

Bin Guo

Last Published

August 5th, 2015

Functions in PCA4TS (0.1)

segmentTS

Segment Multivariate Time Series
returns

Daily returns of six stocks
segmentVOL

Segment Multivariate Volatility Processes
permutationFDR

Permutation Using the FDR Method
permutationMax

Permutation Using the Maximum Cross Correlation Method