estimate_noise_gp: Estimate the standard deviation of the nugget term in...
In GPCERF: Gaussian Processes for Estimating Causal Exposure Response Curves
View source: R/estimate_noise_gp.R
estimate_noise_gp R Documentation
Estimate the standard deviation of the nugget term in standard Gaussian
process
Description
Estimates the standard deviations of the nugget term in standard GP by
calculating the standard deviations of the residuals.
Usage
estimate_noise_gp(data, sigma_obs, inv_sigma_obs)
Arguments
data
A vector of outcome data.
sigma_obs
Covariance matrix between observed covariates.
inv_sigma_obs
Inverse of the covariance matrix between observed
covariates.
Value
A scalar of estimated standard deviation of the nugget term in standard GP.
GPCERF documentation built on June 22, 2024, 11:30 a.m.
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View source: R/estimate_noise_gp.R
| estimate_noise_gp | R Documentation |
Estimate the standard deviation of the nugget term in standard Gaussian process
Description
Estimates the standard deviations of the nugget term in standard GP by calculating the standard deviations of the residuals.
Usage
estimate_noise_gp(data, sigma_obs, inv_sigma_obs)
Arguments
data |
A vector of outcome data. |
sigma_obs |
Covariance matrix between observed covariates. |
inv_sigma_obs |
Inverse of the covariance matrix between observed covariates. |
Value
A scalar of estimated standard deviation of the nugget term in standard GP.
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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