summary.bootstrap {analogue} | R Documentation |
summary
method for class "bootstrap"
.
## S3 method for class 'bootstrap': summary(object, ...)
object |
an object of class "bootstrap" , usually the
result of a call to bootstrap . |
... |
arguments passed to or from other methods. |
A data frame with the following components:
Obs |
observed response value for training set samples. |
Est |
estimated (fitted) values from the mat
model. |
Resid |
residuals from the mat model. |
Boot.Est |
bootstrap estimated (fitted) values for the
mat model. |
Boot.Resid |
residuals of the bootstrap estimates of a
mat model. |
s1 |
bootstrap-derived s1 error component for each sample in the training set. |
s2 |
bootstrap-derived s2 error component for each sample in the training set. |
RMSEP |
bootstrap-derived RMSEP for each sample in the training set. |
Gavin L. Simpson
## continue the RLGH example from ?join example(join) ## fit the MAT model using the squared chord distance measure swap.mat <- mat(swapdiat, swappH, method = "SQchord") ## bootstrap training set swap.boot <- bootstrap(swap.mat, k = 10, n.boot = 1000) swap.boot summary(swap.boot) ## bootstrap with predictions: rlgh.boot <- bootstrap(swap.mat, rlgh, k = 10, n.boot = 1000) summary(rlgh.boot)