addNoise_spd: addNoise_spd
In mrparker909/MGLMRiem: Multivariate Generalized Linear Models on Riemannian Manifolds
Description
Usage
Arguments
Examples
Description
Adds random noise to an SPD matrix, given a signal to noise ratio. Signal and Noise are measured as distance on the SPD manifold. If A is the SPD matrix, N is the noise matrix, and I is the identity matrix, then Signal=dist(I,A), Noise=dist(A,N)), and SNR = Signal/Noise.
Usage
1
addNoise_spd(A, SNR = 1)
Arguments
A
An SPD matrix which will be noisified.
SNR
Signal to Noise ratio to be used in generating the noise. SNR must be larger 0.
Examples
1
2
3
4
set.seed(623766)
A = randspd_FAST(n=5)
SNR=.25
addNoise_spd(A,SNR=SNR)
mrparker909/MGLMRiem documentation built on March 19, 2020, 3:37 p.m.
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Description Usage Arguments Examples
Description
Adds random noise to an SPD matrix, given a signal to noise ratio. Signal and Noise are measured as distance on the SPD manifold. If A is the SPD matrix, N is the noise matrix, and I is the identity matrix, then Signal=dist(I,A), Noise=dist(A,N)), and SNR = Signal/Noise.
Usage
1 | addNoise_spd(A, SNR = 1)
|
Arguments
A |
An SPD matrix which will be noisified. |
SNR |
Signal to Noise ratio to be used in generating the noise. SNR must be larger 0. |
Examples
1 2 3 4 | set.seed(623766)
A = randspd_FAST(n=5)
SNR=.25
addNoise_spd(A,SNR=SNR)
|
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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