I am using this prodest
package and I want to access each of the parameters, for example the coefficients and sd.
library(prodest)
data(chilean)
OP.fit = prodestOP(chilean$Y,
fX = cbind(chilean$fX1, chilean$fX2),
chilean$sX,
chilean$inv,
chilean$idvar,
chilean$timevar)
summary(OP.fit)
# -------------------------------------------------------------
# - Production Function Estimation -
# -------------------------------------------------------------
# Method : OP
# -------------------------------------------------------------
# fX1 fX2 sX1
# Estimated Parameters : 0.314 0.256 0.168
# (0.038) (0.034) (0.032)
# -------------------------------------------------------------
# N : 2544
# -------------------------------------------------------------
# Bootstrap repetitions : 20
# 1st Stage Parameters : 0.314 0.256 -0.95
# Optimizer : optim
# -------------------------------------------------------------
# Elapsed Time : 0.02 mins
# -------------------------------------------------------------
# OP.fit$
OP.fit[1]
Error in OP.fit[1] : object type 'S4' is not a subset
The package does not seem to provide a method for extracting the bootstrapped SE. You can grab it directly from the slot Estimates of the S4 object:
OP.fit@Estimates
which gives
$pars
fX1 fX2 sX1
0.3143463 0.2555818 0.1675415
$std.errors
fX1 fX2 sX1
0.03765673 0.03056369 0.02699638