compute_stat: Computing Score Test Statistics.
In CVEK: Cross-Validated Kernel Ensemble
Description
Usage
Arguments
Details
Value
Author(s)
References
Description
Compute score test statistics.
Usage
1
compute_stat(Y, K_int, y_fixed, K0, sigma2_hat, tau_hat)
Arguments
Y
(matrix, n*1) The vector of response variable.
K_int
(matrix, n*n) The kernel matrix to be tested.
y_fixed
(vector of length n) Estimated fixed effect of the
response.
sigma2_hat
(numeric) The estimated noise of the fixed effect.
tau_hat
(numeric) The estimated noise of the kernel effect.
K_0
(matrix, n*n) Estimated ensemble kernel matrix.
Details
The test statistic is distributed as a scaled Chi-squared distribution.
Value
test_stat
(numeric) The computed test statistic.
Author(s)
Wenying Deng
References
Arnab Maity and Xihong Lin. Powerful tests for detecting a gene
effect in the presence of possible gene-gene interactions using garrote
kernel machines. December 2011.
CVEK documentation built on Jan. 8, 2021, 5:42 p.m.
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Description Usage Arguments Details Value Author(s) References
Description
Compute score test statistics.
Usage
1 | compute_stat(Y, K_int, y_fixed, K0, sigma2_hat, tau_hat)
|
Arguments
Y |
(matrix, n*1) The vector of response variable. |
K_int |
(matrix, n*n) The kernel matrix to be tested. |
y_fixed |
(vector of length n) Estimated fixed effect of the response. |
sigma2_hat |
(numeric) The estimated noise of the fixed effect. |
tau_hat |
(numeric) The estimated noise of the kernel effect. |
K_0 |
(matrix, n*n) Estimated ensemble kernel matrix. |
Details
The test statistic is distributed as a scaled Chi-squared distribution.
Value
test_stat |
(numeric) The computed test statistic. |
Author(s)
Wenying Deng
References
Arnab Maity and Xihong Lin. Powerful tests for detecting a gene effect in the presence of possible gene-gene interactions using garrote kernel machines. December 2011.
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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