Summary Method for an Object of Class bootstatespace

Summary Method for an Object of Class bootstatespace

Usage

# S3 method for class 'bootstatespace'
summary(object, alpha = NULL, type = "pc", digits = 4, ...)

Arguments

object

Object of Class bootstatespace.

alpha

Numeric vector. Significance level \(\alpha\). If alpha = NULL, use the argument alpha used in object.

type

Charater string. Confidence interval type, that is, type = "pc" for percentile; type = "bc" for bias corrected.

digits

Digits to print.

...

additional arguments.

Value

Returns a matrix of estimates, standard errors, number of bootstrap replications, and confidence intervals.

Author

Ivan Jacob Agaloos Pesigan

Examples

if (FALSE) { # \dontrun{
# prepare parameters
## number of individuals
n <- 5
## time points
time <- 50
## dynamic structure
p <- 3
mu0 <- rep(x = 0, times = p)
sigma0 <- 0.001 * diag(p)
sigma0_l <- t(chol(sigma0))
alpha <- rep(x = 0, times = p)
beta <- 0.50 * diag(p)
psi <- 0.001 * diag(p)
psi_l <- t(chol(psi))

path <- tempdir()

pb <- PBSSMVARFixed(
  R = 10L, # use at least 1000 in actual research
  path = path,
  prefix = "var",
  n = n,
  time = time,
  mu0 = mu0,
  sigma0_l = sigma0_l,
  alpha = alpha,
  beta = beta,
  psi_l = psi_l,
  type = 0,
  ncores = 1, # consider using multiple cores
  seed = 42
)
summary(pb)
summary(pb, type = "bc")
} # }