summary.bs.plmm: Summary of the bootstrap estimates of the sampling...

In plmm: Partially Linear Mixed Effects Model

Description

Provide summary statistics of the estimated sampling distributions of the fixed regression coefficient estimators and the random effects variance estimator.

Usage

## S3 method for class 'bs.plmm'
summary(object, probs = c(0.005, 0.025, 0.05, 0.95, 0.975, 0.995), ...)

Arguments

object

an object returned from plmm.bs

.

probs	a vector of quantiles.
...	other arguments.

Details

For an object of the bs.plmm class, summary provides the mean, the standard deviation and quantiles of the estimated marginal sampling distributions of the coefficient estimators and the random effects variance estimator.

Value

mean	a vector of the means.
sd	a vector of the standard deviations.
quantiles	vectors of the quantiles specified for probs.

Examples

data(plmm.data)
h0 <- select.h0(y0~x1+x2+x3|t1, data=plmm.data)
model <- plmm(y0~x1+x2+x3|t1, h0=h0, random=cluster, data=plmm.data)
## Not run: 
bs <- plmm.bs(model, B=500, data=plmm.data, h0=h0)
summary(bs, probs=c(0.025, 0.975)) 
## End(Not run)

plmm documentation built on May 2, 2019, 7:29 a.m.