TSrepr

Time Series Representations

v1.1.0 · Jul 12, 2020 · GPL-3 | file LICENSE

Description

Methods for representations (i.e. dimensionality reduction, preprocessing, feature extraction) of time series to help more accurate and effective time series data mining. Non-data adaptive, data adaptive, model-based and data dictated (clipped) representation methods are implemented. Also various normalisation methods (min-max, z-score, Box-Cox, Yeo-Johnson), and forecasting accuracy measures are implemented.

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CRAN Check Status

14 NOTE

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	167.7s
r-devel-linux-x86_64-debian-gcc	NOTE	120.1s
r-devel-linux-x86_64-fedora-clang	NOTE	264.4s
r-devel-linux-x86_64-fedora-gcc	NOTE	289.5s
r-devel-macos-arm64	NOTE	39s
r-devel-windows-x86_64	NOTE	283s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	110s
r-oldrel-windows-x86_64	NOTE	258s
r-patched-linux-x86_64	NOTE	159s
r-release-linux-x86_64	NOTE	158.6s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	141s
r-release-windows-x86_64	NOTE	292s

Check details (16 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Peter Laurinec <tsreprpackage@gmail.com>’

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Peter Laurinec <tsreprpackage@gmail.com>’

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Peter Laurinec <tsreprpackage@gmail.com>’

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Peter Laurinec <tsreprpackage@gmail.com>’

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) repr_dwt.Rd:28: Lost braces; missing escapes or markup?
    28 | The final representation has length equal to floor(n / 2^{level}), where n is a length of original time series.
       |                                                          ^

Reverse Dependencies (1)

suggests

modeltime

Dependency Network

Version History

new 1.1.0 Mar 10, 2026

Maintainer

Peter Laurinec

Dependencies

Depends

R (>= 2.10)

Imports

Rcpp (>= 0.12.12) MASS quantreg wavelets mgcv dtt

Suggests

knitr rmarkdown ggplot2 data.table moments testthat

Compilation

Needs compilation

First Published

Mar 10, 2026

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