demodulate: demodulate
In abhogan/complexdemod: Complex demodulation for epidemic time series data
Description
Usage
Arguments
Details
Value
References
See Also
Examples
Description
Function to apply complex demodulation, a mathematical time series analysis method, to seasonal infectious disease data.
Usage
1
demodulate(x, p)
Arguments
x
Data. It needs to be in vector format.
p
Dominant periodicity of the data.
Details
The method of complex demodulation is in three parts. First, the data is multiplied by a demodulating function. Second, a filter is applied (here, a centred moving average). Third, the amplitude and phase are extracted from the filtered, demodulated data. The output is a list of two objects: the amplitude, and the phase.
Value
Returns a list of three objects: the input data, the amplitude, and the phase.
References
Hogan, A.B., Glass, K. and Anderssen, R.S. (2017) Complex demodulatuion: a novel #' time series method for analysing infectious diseases. The ANZIAM Journal 59(1) 51-60.
See Also
Examples
1
2
x <- synthdata(seq(1,120), 12, 0.2, 0.2)
demodulate(x, 12)
abhogan/complexdemod documentation built on May 18, 2019, 12:24 a.m.
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Description Usage Arguments Details Value References See Also Examples
Description
Function to apply complex demodulation, a mathematical time series analysis method, to seasonal infectious disease data.
Usage
1 | demodulate(x, p)
|
Arguments
x |
Data. It needs to be in vector format. |
p |
Dominant periodicity of the data. |
Details
The method of complex demodulation is in three parts. First, the data is multiplied by a demodulating function. Second, a filter is applied (here, a centred moving average). Third, the amplitude and phase are extracted from the filtered, demodulated data. The output is a list of two objects: the amplitude, and the phase.
Value
Returns a list of three objects: the input data, the amplitude, and the phase.
References
Hogan, A.B., Glass, K. and Anderssen, R.S. (2017) Complex demodulatuion: a novel #' time series method for analysing infectious diseases. The ANZIAM Journal 59(1) 51-60.
See Also
Examples
1 2 | x <- synthdata(seq(1,120), 12, 0.2, 0.2)
demodulate(x, 12)
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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