Next: Advance a Time Series

In quantmod: Quantitative Financial Modelling Framework

Advance a Time Series

Description

Create a new series with all values advanced forward one period. The value of period 1, becomes the value at period 2, value at 2 becomes the original value at 3, etc. The opposite of Lag. NA is used to fill.

Usage

Next(x, k = 1)

## S3 method for class 'quantmod.OHLC'
Next(x,k=1)

## S3 method for class 'zoo'
Next(x,k=1)

## S3 method for class 'data.frame'
Next(x,k=1)

## S3 method for class 'numeric'
Next(x,k=1)

Arguments

x	vector or series to be advanced
k	periods to advance

Details

Shift series k-periods up, appending NAs to end of series.

Specifically designed to handle quantmod.OHLC and zoo series within the quantmod workflow.

If no S3 method is found, a call to lag in base is made, with the indexing reversed to shift the time series forward.

Value

The original x appended with k NAs and missing the leading k values.

The returned series maintains the number of obs. of the original.

Unlike Lag, only one value for k is allowed.

Note

This function's purpose is to get the “next” value of the data you hope to forecast, e.g. a stock's closing value at t+1. Specifically to be used within the quantmod framework of specifyModel, as a functional wrapper to the LHS of the model equation.

It is not magic - and thus will not get tomorrow's values...

Author(s)

Jeffrey A. Ryan

See Also

specifyModel, Lag

Examples

Stock.Close <- c(102.12,102.62,100.12,103.00,103.87,103.12,105.12)
Close.Dates <- as.Date(c(10660,10661,10662,10665,10666,10667,10668),origin="1970-01-01")
Stock.Close <- zoo(Stock.Close,Close.Dates)

Next(Stock.Close)       #one period ahead
Next(Stock.Close,k=1)   #same

merge(Next(Stock.Close),Stock.Close)

## Not run: 
# a simple way to build a model of next days
# IBM close, given todays. Technically both
# methods are equal, though the former is seen
# as more intuitive...ymmv
specifyModel(Next(Cl(IBM)) ~ Cl(IBM))
specifyModel(Cl(IBM) ~ Lag(Cl(IBM)))

## End(Not run)

quantmod documentation built on May 29, 2024, 8:03 a.m.