Print the Information of FIML or ILSE methods

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

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

  # S3 method for 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)
#> $beta
#> (Intercept)         bmi         hyp         chl 
#>  2.06942664 -0.11656313  0.62109971  0.01056364 
#> 
#> $d.fn
#> [1] 6.654795e-08
#> 
#> $d.par
#> [1] 1.096466e-07
#> 
#> $iterations
#> [1] 5
#> 
a
#> $beta
#> (Intercept)         bmi         hyp         chl 
#>  2.06942664 -0.11656313  0.62109971  0.01056364 
#> 
#> $d.fn
#> [1] 6.654795e-08
#> 
#> $d.par
#> [1] 1.096466e-07
#> 
#> $iterations
#> [1] 5
#> 

fimllm <- fimlreg(age~., data=nhanes, iterlim= 40)
b <- print(fimllm)
#> $beta
#>   intercept         bmi         hyp         chl 
#>  2.37216291 -0.13518966  0.46886921  0.01253721 
#> 
#> $formula
#> age ~ .
#> <environment: 0x00000000136f73b0>
#> 
b
#> $beta
#>   intercept         bmi         hyp         chl 
#>  2.37216291 -0.13518966  0.46886921  0.01253721 
#> 
#> $formula
#> age ~ .
#> <environment: 0x00000000136f73b0>
#>