Description Usage Arguments Value Author(s)
This function updates the number of site level clusters for one patient level cluster via RJMCMC, when there is no patient in this cluster. Only used for updateRJ
function.
1 |
w |
The weights for site level clusters. Should be a vector. |
K |
The number of site level cluster for the patient level cluster. |
Gamma |
The linear coefficients for site level covariates. Should be a matrix. |
R |
The current site level clustering membership |
C |
The DPP related kernel matrices. Should be an array of 3 dimensions |
theta |
The DPP hyper-parameter for site level |
tau |
A fixed DPP hyper-parameter, which we suggest high value, say 10^5 |
m |
The number of sites |
q |
The number of site level covariates |
hyper_delta |
The hyper-parameter with default value being 1 |
RJi_empty(w, K, Gamma, R, C,theta, tau, m, q, hyper_delta)
returns a list with following variables:
K |
The numbers of site level clusters |
w |
The weights for site level clusters |
Gamma |
Linear coefficients for site level covariates |
R |
The site level clusteirng membership |
C |
The DPP related kernel matrice |
Yuliang Li
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