Description Usage Arguments Details Value Author(s) References Examples
Generate one simulated data set based on Model II in Rosner et al's (2015) manuscript.
1 2 3 4 5 6 7 8 9 | genSimDataModelII(
nX,
nY,
mu,
lambda,
sigma.X2,
sigma.Y2,
sigma.e.X,
sigma.e.Y)
|
nX |
integer. number of cases. |
nY |
integer. number of controls. |
mu |
difference of means between the case distribution and control distribution. |
lambda |
mean for controls. |
sigma.X2 |
variance of the true value for cases. |
sigma.Y2 |
variance of the true value for controls. |
sigma.e.X |
variance of the random error term for cases. |
sigma.e.Y |
variance of the random error term for controls. |
The Model II in Rosner et al.'s (2005) manuscript:
X_{ik, obs}=X_{i,true}+ε_{ik}, log(X_{i, true}) ~ N(lambda+mu, sigma.X2), ε_{ik} ~ N(0, sigma.epsilon2), i=1,…, nX, k=1, 2
Y_{jl, obs}=Y_{j,true}+ξ{jl}, log(Y_{j, true}) ~ N(lambda, sigma.Y2), ξ_{jl} ~ N(0, sigma.eta2), j=1,…, nY, l=1, 2
A list of 2 elements:
datFrame |
A data frame with 4 elements:
|
AUC.true |
true AUC value |
Bernard Rosner <stbar@channing.harvard.edu>, Shelley Tworoger <nhsst@channing.harvard.edu>, Weiliang Qiu <stwxq@channing.harvard.edu>
Rosner B, Tworoger S, Qiu W (2015) Correcting AUC for Measurement Error. J Biom Biostat 6:270. doi:10.4172/2155-6180.1000270
1 2 3 4 5 6 7 8 9 10 11 12 13 14 |
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.