Description Usage Arguments Details Value Author(s) References See Also Examples
View source: R/summary_FRBmultireg.R
Summary method for objects of class FRBmultireg
, and print method of the summary object.
1 2 3 4 5 6 |
object |
an R object of class |
confmethod |
which kind of bootstrap confidence intervals to be displayed: 'BCA'= bias corrected and accelerated method, 'basic'= basic bootstrap method, 'both'=both kinds of confidence intervals |
digits |
number of digits for printing (default is 3) |
print.CI |
logical: Should Confidence intervals be printed? |
sep |
Symmbol to separate columns in output. Default is |
x |
an R object of class |
... |
potentially more arguments to be passed to methods |
The print
method displays in a “familiar way” the components of the summary
object, which are listed in the Value section.
summary
returns an object of class summary.FRBmultireg
, which contains the following components:
responses |
the names of the response variables in the fitted model |
covariates |
the names of the covariates (predictors) in the fitted model |
Betawstd |
a data frame containing the coefficient estimates and their bootstrap standard errors |
Sigma |
estimate for the error covariance matrix |
table.bca |
a list with for each response variable a matrix containing the estimates, standard errors, lower and upper limits of the
BCa confidence intervals, p-values and a significance code (only present when |
table.basic |
a list with for each response variable a matrix containing the estimates, standard errors, lower and upper limits of the
basic bootstrap confidence intervals, p-values and a significance code (only present when |
method |
multivariate regression method that was used |
conf |
confidence level that was used |
digits |
number of digits for printing |
Gert Willems, Ella Roelant and Stefan Van Aelst
S. Van Aelst and G. Willems (2013). Fast and robust bootstrap for multivariate inference: The R package FRB. Journal of Statistical Software, 53(3), 1–32. URL: http://www.jstatsoft.org/v53/i03/.
FRBmultiregS
, FRBmultiregMM
, FRBmultiregGS
, print.FRBmultireg
, plot.FRBmultireg
1 2 3 4 5 6 7 8 9 | data(schooldata)
MMres <- FRBmultiregMM(cbind(reading,mathematics,selfesteem)~., data=schooldata,
R=199, conf = 0.99,nsamp=200)
summary(MMres) # -> print.summary.FRBmultireg() method
GSres <- FRBmultiregGS(cbind(reading,mathematics,selfesteem)~., data=schooldata,
bdp = 0.25,R=199,nsamp=50)
summary(GSres, confmethod="both") # -> print.summary.FRBmultireg() method
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