as_tsibble {tsibble}R Documentation

Coerce to a tsibble object

Description

Coerce to a tsibble object

Usage

as_tsibble(x, ...)

## S3 method for class 'tbl_df'
as_tsibble(x, key = id(), index, regular = TRUE,
  validate = TRUE, ...)

## S3 method for class 'tbl_ts'
as_tsibble(x, ...)

## S3 method for class 'data.frame'
as_tsibble(x, key = id(), index, regular = TRUE,
  validate = TRUE, ...)

## S3 method for class 'list'
as_tsibble(x, key = id(), index, regular = TRUE,
  validate = TRUE, ...)

## S3 method for class 'ts'
as_tsibble(x, tz = "UTC", ...)

## S3 method for class 'mts'
as_tsibble(x, tz = "UTC", gather = TRUE, ...)

Arguments

x

Other objects to be coerced to a tsibble (tbl_ts).

...

Other arguments passed on to individual methods.

key

Variable(s) that define unique time indices, used in conjunction with the helper id(). If a univariate time series (without an explicit key), simply call id().

index

A bare (or unquoted) variable to specify the time index variable.

regular

Regular time interval (TRUE) or irregular (FALSE). The interval is determined by the greatest common divisor of index column, if TRUE.

validate

TRUE suggests to verify that each key or each combination of key variables leads to unique time indices (i.e. a valid tsibble). If you are sure that it's a valid input, specify FALSE to skip the checks.

tz

Time zone. May be useful when a ts object is more frequent than daily.

gather

TRUE gives a "long" data form, otherwise as "wide" as x.

Value

A tsibble object.

See Also

tsibble

Examples

# coerce tibble to tsibble w/o a key ----
tbl1 <- tibble(
  date = as.Date("2017-01-01") + 0:9,
  value = rnorm(10)
)
as_tsibble(tbl1)
# specify the index var
as_tsibble(tbl1, index = date)

# coerce tibble to tsibble with one key ----
# "date" is automatically considered as the index var, and "group" is the key
tbl2 <- tibble(
  mth = rep(yearmonth("2017-01") + 0:9, 3),
  group = rep(c("x", "y", "z"), each = 10),
  value = rnorm(30)
)
as_tsibble(tbl2, key = id(group))
as_tsibble(tbl2, key = id(group), index = mth)

# coerce ts to tsibble
as_tsibble(AirPassengers)
as_tsibble(sunspot.year)
as_tsibble(sunspot.month)
as_tsibble(austres)

# coerce mts to tsibble
z <- ts(matrix(rnorm(300), 100, 3), start = c(1961, 1), frequency = 12)
as_tsibble(z)
as_tsibble(z, gather = FALSE)
[Package tsibble version 0.6.2 Index]