summary.GAGA {GAGAs} | R Documentation |
Print a summary of GAGA object
Description
Print a summary of GAGA object
Usage
## S3 method for class 'GAGA'
summary(object, ...)
Arguments
object |
Fitted "GAGA" object. |
... |
some other params |
Examples
set.seed(2022)
p_size = 30
sample_size=300
R1 = 3
R2 = 2
ratio = 0.5 #The ratio of zeroes in coefficients
# Set the true coefficients
zeroNum = round(ratio*p_size)
ind = sample(1:p_size,zeroNum)
beta_true = runif(p_size,0,R2)
beta_true[ind] = 0
X = R1*matrix(rnorm(sample_size * p_size), ncol = p_size)
y=X%*%beta_true + rnorm(sample_size,mean=0,sd=2)
# Estimation
fit = GAGAs(X,y,alpha = 3,family="gaussian")
summary(fit)
[Package GAGAs version 0.6.2 Index]