modelTerms: Model terms for time series models

In tsModel: Time Series Modeling for Air Pollution and Health

Model terms for time series models

Description

Tools for creating model/formula terms in time series models

Usage

Lag(v, k, group = NULL)
runMean(v, lags = 0, group = NULL, filter = NULL)
harmonic(x, nfreq, period, intercept = FALSE)

Arguments

v, x	a numeric vector
k, lags	an integer vector giving lag numbers
group	a factor or a list of factors defining groups of observations
filter	a vector specifying a linear filter
nfreq	number of sine/cosine pairs to include
period	period
intercept	should basis matrix include a column of 1s?

Value

Lag returns a length(v) by length(k) matrix of lagged variables. runMean returns a numeric vector of length length(v). harmonic returns a matrix of sine/cosine basis functions.

Author(s)

Roger D. Peng

Examples

## Ten day "time series"
x <- rnorm(10)

## Lag 1 of `x'
Lag(x, 1)

## Lag 0, 1, and 2 of `x'
Lag(x, 0:2)

## Running mean of lag 0, 1, and 2
runMean(x, 0:2)

tsModel documentation built on June 26, 2024, 1:07 a.m.