print: Print the Information of FIML or ILSE methods

In ILSE: Linear Regression Based on 'ILSE' for Missing Data

Description

print method for class "ilse" or class "fiml".

Usage

  print(object)
  ## S3 method for class 'ilse'
print(object)

  ## S3 method for class 'fiml'
print(object)

Arguments

object

an object of class "ilse" or "fiml".

Value

For "ilse", print the basic information of ilse estimation and algorithm and return a list including

beta	a named vector of coefficients
Bmat	a named matrix that summary the estimated beta in every iteration.
residuals	the residuals, that is response minus fitted values.
fitted.values	the fitted mean values.
d.fn	a nonnegative value, vlaue of relative variation rate of objective function value
d.par	a nonnegative value, relative variation rate of estimated parametric vector when algorithm stopped.
K	a positive integer, iterative times in total.

For "fiml", print the basic information of fiml estimation and return a list including

beta	A named vector of coefficients
iterations	A positive integer, iterative times in total.
stop.code	The stop code returned by nlm.

See Also

print.lm

Examples

data(nhanes)
NAlm1 <- ilse(age~., data=nhanes)
a <- print(NAlm1)
a

fimllm <- fimlreg(age~., data=nhanes, iterlim= 40)
b <- print(fimllm)
b

ILSE documentation built on Jan. 31, 2022, 9:06 a.m.