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1.2.9

Analyse Biological Time-Series Data

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Maintained by Lakshman AbhilashFirst published 2021-07-0211 releasesCRAN page ↗

Compiles functions to trim, bin, visualise, and analyse activity/sleep time-series data collected from the Drosophila Activity Monitor (DAM) system (Trikinetics, USA). The following methods were used to compute periodograms - Chi-square periodogram: Sokolove and Bushell (1978) doi:10.1016/0022-5193(78)90022-X, Lomb-Scargle periodogram: Lomb (1976) doi:10.1007/BF00648343, Scargle (1982) doi:10.1086/160554 and Ruf (1999) doi:10.1076/brhm.30.2.178.1422, and Autocorrelation: Eijzenbach et al. (1986) doi:10.1111/j.1440-1681.1986.tb00943.x. Identification of activity peaks is done after using a Savitzky-Golay filter (Savitzky and Golay (1964) doi:10.1021/ac60214a047) to smooth raw activity data. Three methods to estimate anticipation of activity are used based on the following papers - Slope method: Fernandez et al. (2020) doi:10.1016/j.cub.2020.04.025, Harrisingh method: Harrisingh et al. (2007) doi:10.1523/JNEUROSCI.3680-07.2007, and Stoleru method: Stoleru et al. (2004) doi:10.1038/nature02926. Rose plots and circular analysis are based on methods from - Batschelet (1981) <ISBN:0120810506> and Zar (2010) <ISBN:0321656865>.

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Dependencies

Declared dependencies
14 external dependencies (excludes base and recommended)
Depends (1)
R >= 2.10
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Package Timeline

11 releases. R releases are shown for context.

  • R
    R 4.6.0 released · 2026-04-24
  • R
    R 4.5.0 released · 2025-04-11
  • R
    R 4.4.0 released · 2024-04-24
  • R
    R 4.3.0 released · 2023-04-21
  • 1.2.9Latest
    2023-03-09 · current release · diff ↗
  • 1.2.8
    2023-03-08 · diff ↗
  • 1.2.7
    2022-11-15 · diff ↗
  • 1.2.6
    2022-11-05 · diff ↗
  • 1.2.5
    2022-10-26 · diff ↗
  • 1.2.3
    2022-10-13 · diff ↗
  • 1.2.2
    2022-09-25 · diff ↗
  • R
    R 4.2.0 released · 2022-04-22
  • 1.2.1
    2021-08-16 · diff ↗
  • 1.1.3
    2021-08-06 · diff ↗
  • 1.1.2
    2021-07-17 · diff ↗
  • 1.1.1
    2021-07-02
Show 1 earlier events
  • R
    R 4.1.0 released · 2021-05-18

Package metadata

First published
2021-07-02
Total releases
11 / 5 yrs
License
MIT + file LICENSE OSI
Download size
180 KB
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not tracked yet
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not tracked yet
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