Description Usage Arguments Value
View source: R/setinitialvalues.R
Generate initial value for parameters
1 2 | setinitvalues(npred = npred, np = np, npred_miss = npred_miss,
npred_sub = npred_sub, nmiss = nmiss, nsid = nsid)
|
npred |
number of predictors for the completed data regression model |
np |
number of second level unit i.e. proteins/genes |
npred_miss |
number of predictors for missingness |
npred_sub |
number of predictors for subjects |
nmiss |
number of observations with missing responses values |
nsid |
number of subjects |
u_mean initial value of second level unit mean i.e. mean of protein abundance for protein 1
u_std initial value of second level unit standard deviation i.e. std of protein abundance for protein 1
beta2_mean initial mean value for sampling unit ,i.e. subject
beta_Std inital std for sampling unit
beta2_theta_shape inital shape value for gamma distributed beta_std
beta2_theta_rate inital rate value for gamma distributed beta_std
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