Displaying 4 results from an estimated 4 matches for "nbeta".
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beta
2011 Jul 20
2
Bootstrap
...s.matrix(xx)
closeAllconnections()
Nt <- NULL
for (Ncount in 1:100)
{
y <- data[,1]
x <- data[,2]
n <- length(x)
X <- cbind(rep(1,n),x) #covariate/design matrix
obeta<- c(1,1) #previous/starting values of beta
nbeta <- c(0,0) #new beta
iter=0
while(crossprod(obeta-nbeta)>10^(-12))
{
nbeta <- obeta
eta <- X%*%nbeta
mu <- eta
mu1 <- 1/eta
W <- diag(as.vector(mu1))
Z <- X%*%nbeta+(y-mu)
XWX <- t(X)%*%W%*%X...
2009 Jun 04
0
Dropping terms from regression w/ poly()
Hello r-help,
I'm fitting a model with lm() and using the orthogonal polynomials
from poly() as my basis:
dat <- read.csv("ConsolidatedData.csv", header=TRUE)
attach(dat)
nrows <- 1925
Rad <- poly(Radius, 2)
ntheta <- 14
Theta <- poly(T.Angle..deg., ntheta)
nbeta <- 4
Beta <- poly(B.Beta..deg., nbeta)
model.1 <- lm( Measurement ~ Block + Rad + Theta + Beta + Rad:Theta +
Rad:Beta + Theta:Beta)
Which works splendidly, and for my data set shows that the odd orders
in Theta and Beta are not significant (expected because it is a
symmetri...
2009 Sep 23
2
scaled Schoenfeld residuals
...resc1 is how the scaled Schoenfeld residuals are defined
#in terms of the number of events
#variance of the parameter estimates,
#and ordinary Schoenfeld residuals
#but schresc1 and schresc differ
schresc
schresc1
#schresc is schresc1 offset by the parameter estimates
beta<-as.vector(f1$coef)
nbeta<-outer(rep(1,n),beta)
nbeta
schresc-nbeta
schresc1
#is there a reason for the offset
#or am I missing something?
thanks
Greg
Greg Dropkin
gregd at gn.apc.org
2013 Jun 22
0
Sparse Matrices and glmnet
...)), data = train)
model = cv.glmnet(X, train[,1], family = "binomial")
print("glmnet model completed")
predict(model,newx=test[,2:10], s="lambda.min")
######################################################
I get the error
Error in as.matrix(cbind2(1, newx) %*% nbeta) :
error in evaluating the argument 'x' in selecting a method for function
'as.matrix': Error in cbind2(1, newx) %*% nbeta :
not-yet-implemented method for <data.frame> %*% <dgCMatrix>
However, even converting test to a matrix does not help.
Essentially, I am tr...