R/momIntegrated.R

Defines functions momIntegrated

Documented in momIntegrated

momIntegrated <- function(densFn = c("ghyp", "hyperb", "gig", "gamma", "invgamma", "vg"),
                          order, param = NULL, about = 0,
                          absolute = FALSE) {

  if (missing(densFn) | !(is.function(densFn) | is.character(densFn)))
    stop("'densFn' must be supplied as a function or name")

  ## Set default integration limits
  low <- -Inf
  high <- Inf

  if (is.character(densFn)) {
    distname <- match.arg(densFn)

    if (is.null(densFn))
      stop("unsupported distribution")

    if (distname == "ghyp" | distname == "generalized hyperbolic") {
      if (is.null(param))
        param <- c(0, 1, 1, 0, 1)

      if (!absolute) {
        ddist <- function(x, order, param, about) {
          (x - about)^order * dghyp(x, param = param)
        }
      } else {
        ddist <- function(x, order, param, about) {
          abs(x - about)^order * dghyp(x, param = param)
        }
      }
    } else if (distname == "hyperb" | distname == "hyperbolic") {
      if (is.null(param))
        param <- c(0, 1, 1, 0)

      if (!absolute) {
        ddist <- function(x, order, param, about) {
          (x - about)^order * dhyperb(x, param = param)
        }
      } else {
        ddist <- function(x, order, param, about) {
          abs(x - about)^order * dhyperb(x, param = param)
        }
      }
    } else  if (distname == "gig" |
                distname == "generalized inverse gaussian") {
      if (is.null(param))
        param <- c(1, 1, 1)

      low <- 0

      if (!absolute) {
        ddist <- function(x, order, param, about) {
          (x - about)^order * dgig(x, param = param)
        }
      } else {
        ddist <- function(x, order, param, about) {
          abs(x - about)^order * dgig(x, param = param)
        }
      }
    } else if (distname == "gamma") {
      if (order <= -param[1])
        stop("Order must be greater than shape parameter for gamma")

      if (is.null(param))
        param <- c(1, 1)

      low <- 0

      if (!absolute) {
        ddist <- function(x, order, param, about) {
          (x - about)^order *
          dgamma(x, shape = param[1], rate = param[2])
        }
      } else {
        ddist <- function(x, order, param, about) {
          abs(x - about)^order *
          dgamma(x, shape = param[1], rate = param[2])
        }
      }
    } else  if (distname == "invgamma" |
                distname == "inverse gamma") {
      if (is.null(param))
        param <- c(-1, 1)

      if (param[1] <= order)
        stop("Order must be less than shape parameter for inverse gamma")

      low <- 0

      dinvgamma <- function(x, shape, rate = 1, scale = 1/rate) {
        dens <- ifelse(x <= 0, 0,
                       (scale / x)^shape * exp(-scale / x) / (x * gamma(shape)))
        return(dens)
      }

      if (!absolute) {
        ddist <- function(x, order, param, about) {
          (x - about)^order *
          dinvgamma(x, shape = param[1], rate = param[2])
        }
      } else {
        ddist <- function(x, order, param, about) {
          abs(x - about)^order *
          dinvgamma(x, shape = param[1], rate = param[2])
        }
      }
    } else if (distname == "vg" | distname == "variance gamma") {
      if (!exists("dvg", mode = "function"))
        stop("package Variance Gamma needs to be loaded")

      if (is.null(param))
        param <- c(0, 1, 0, 1)

      if (!absolute) {
        ddist <- function(x, order, param, about) {
          (x - about)^order * dvg(x, param = param)
        }
      } else {
        ddist <- function(x, order, param, about) {
          abs(x - about)^order * dvg(x, param = param)
        }
      }
    }
  } else {
    if (is.function(densFn))
      stop("general density functions code not yet implemented")
  }

  mom <- integrate(ddist, low, high, param = param,
                   order = order, about = about,
                   subdivisions = 1000,
                   rel.tol = .Machine$double.eps^0.5)[[1]]

  ## Return Value:
  return(mom)
}
sjp/GeneralizedHyperbolic documentation built on May 26, 2017, 10:13 a.m.