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psdr
View on CRAN: Click
here
Download and install psdr package within the R console
Install from CRAN:
install.packages("psdr")
Install from Github:
library("remotes")
install_github("cran/psdr")
Install by package version:
library("remotes")
install_version("psdr", "1.0.1")
Attach the package and use:
library("psdr")
Maintained by
Yong-Han Hank Cheng
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-06-04
Latest Update: 2021-06-04
Description:
Functions that allow you to generate and compare power spectral density (PSD)
plots given time series data. Fast Fourier Transform (FFT) is used to take a time series
data, analyze the oscillations, and then output the frequencies of these oscillations
in the time series in the form of a PSD plot.Thus given a time series, the dominant
frequencies in the time series can be identified. Additional functions in this package
allow the dominant frequencies of multiple groups of time series to be compared with each other.
To see example usage with the main functions of this package, please visit
this site: .
The mathematical operations used to generate the PSDs are described in these sites:
.
.
How to cite:
Yong-Han Hank Cheng (2021). psdr: Use Time Series to Generate and Compare Power Spectral Density. R package version 1.0.1, https://cran.r-project.org/web/packages/psdr
Previous versions and publish date:
No previous versions
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View psdr citation profile
Other R packages that psdr depends,
imports, suggests or enhances
Functions, R codes and Examples using
the psdr R package
Some associated functions: AutomatedCompositePlotting . CountWindows . FindHomogeneousWindows . GenerateExampleData . GetHomogeneousWindows . GetSubsetOfWindows . GetSubsetOfWindowsTwoLevels . IdentifyMaxOnXY . MakeCompositePSDForAllWindows . MakeCompositeXYPlotForAllWindows . MakeOneSidedAmplitudeSpectrum . MakePowerSpectralDensity . PSDDominantFrequencyForMultipleWindows . PSDIdentifyDominantFrequency . PSDIntegrationPerFreqBin . SingleBinPSDIntegrationForMultipleWindows . SingleBinPSDIntegrationOrDominantFreqComparison .
Some associated R codes: power_spectral_density.R . windows.R . Full psdr package functions and examples
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