autostsm (version 3.1.4)

stsm_detect_trend: Detect trend type

Description

Detect trend type

Usage

stsm_detect_trend(
  y,
  freq,
  decomp = "",
  sig_level = 0.01,
  prior = NULL,
  seasons = NULL,
  cycle = NULL,
  cl = NULL,
  cores = NULL,
  verbose = FALSE
)

Value

list with trend type and logical flag for deterministic trend if the trend is determined to have 0 differencing

Arguments

y

Univariate time series of data values. May also be a 2 column data frame containing a date column.

freq

Frequency of the data (1 (yearly), 4 (quarterly), 12 (monthly), 365.25/7 (weekly), 365.25 (daily))

decomp

Decomposition model ("tend-cycle-seasonal", "trend-seasonal", "trend-cycle", "trend-noise")

sig_level

Significance level to determine statistically significant seasonal frequencies

prior

A data table created by stsm_prior

seasons

The seasonal periods

cycle

The cycle period

cl

a parallel cluster object

cores

Number of cores to use

verbose

Logical whether to print messages or not

Examples

if (FALSE) {
#GDP Not seasonally adjusted
library(autostsm)
data("NA000334Q", package = "autostsm") #From FRED
NA000334Q = data.table(NA000334Q, keep.rownames = TRUE)
colnames(NA000334Q) = c("date", "y")
NA000334Q[, "date" := as.Date(date)]
NA000334Q[, "y" := as.numeric(y)]
NA000334Q = NA000334Q[date >= "1990-01-01", ]
trend = stsm_detect_trend(y = NA000334Q$y, freq = 4)
}