summary.lmm: Summary Output for a Linear Mixed Model

Description

Summary output for a linear mixed model fitted with lmm.

Usage

# S3 method for lmm
summary(
  object,
  level = 0.95,
  robust = FALSE,
  print = TRUE,
  columns = NULL,
  digits = 3,
  digits.df = 1,
  digits.p.value = 3,
  hide.data = FALSE,
  hide.fit = FALSE,
  hide.cor = NULL,
  type.cor = NULL,
  hide.var = NULL,
  hide.sd = NULL,
  hide.re = NULL,
  hide.mean = FALSE,
  ...
)

Value

A list containing elements displayed in the summary:

correlation: the correlation structure.
variance: the variance structure.
sd: the variance structure expressed in term of standard deviations.
mean: the mean structure.

Arguments

object: [lmm] output of the lmm function.
level: [numeric,0-1] confidence level for the confidence intervals.
robust: [logical] Should robust standard errors (aka sandwich estimator) be output instead of the model-based standard errors.
print: [logical] should the output be printed in the console.
columns: [character vector] Columns to be output for the fixed effects. Can be any of "estimate", "se", "statistic", "df", "null", "lower", "upper", "p.value".
digits: [interger, >0] number of digits used to display estimates.
digits.df: [interger, >0] number of digits used to display degrees of freedom.
digits.p.value: [interger, >0] number of digits used to display p-values.
hide.data: [logical] should information about the dataset not be printed.
hide.fit: [logical] should information about the model fit not be printed.
hide.cor: [logical] should information about the correlation structure not be printed.
type.cor: [character] should the correlation matrix be display ("matrix") or the parameter values ("param").
hide.var: [logical] should information about the variance not be printed.
hide.sd: [logical] should information about the standard deviation not be printed.
hide.re: [logical] should information about the random effect not be printed.
hide.mean: [logical] should information about the mean structure not be printed.
...: not used. For compatibility with the generic function.