random_fourier_features: Generate random Fourier features
In ericstrobl/RCIT: The Randomized Conditional Independence Test (RCIT) and the Randomized conditional Correlation Test (RCoT)
Description
Usage
Arguments
Value
Examples
Description
Generate random Fourier features
Usage
1
2
Arguments
x
Random variable x.
w
Random coefficients.
b
Random offsets.
num_f
Number of random Fourier features.
sigma
Smooth parameter of RBF kernel.
seed
The seed for controlling random number generation. Use if you want to replicate results exactly. Default is NULL.
Value
A list containing the p-value p and statistic Sta
Examples
1
random_fourier_features(rnorm(1000),num_f=25)
ericstrobl/RCIT documentation built on June 5, 2019, 9:07 a.m.
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Description Usage Arguments Value Examples
Description
Generate random Fourier features
Usage
1 2 |
Arguments
x |
Random variable x. |
w |
Random coefficients. |
b |
Random offsets. |
num_f |
Number of random Fourier features. |
sigma |
Smooth parameter of RBF kernel. |
seed |
The seed for controlling random number generation. Use if you want to replicate results exactly. Default is NULL. |
Value
A list containing the p-value p and statistic Sta
Examples
1 | random_fourier_features(rnorm(1000),num_f=25)
|
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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