pqlLogist {pql}

pqlLogist

Description

The average weighted estimator and the unknown weighted estimator of the PQL in Poisson-GLMS through damped Gauss-Newton

Usage

 pqlLogist(data,G,nk)

Arguments

data

data is a highly correlated data set

G

G is the number of nodes

nk

n1 is the length of each data subset

Value

betaW

estimation value of betaW

betaA

estimation value of betaA

MSEW

estimation of MSEW

MSEA

estimation of MSEA

Examples

p<- 5;G<- 20;n<- 1000;nk=200
X<- matrix(runif(n*p, 0, 0.5), ncol = p)
beta =matrix(runif(p, 0, 1),nrow=p)
L=X%*%beta
y<- rpois(n, exp(L))
data=cbind(y,X)
pqlLogist(data,G,nk)