ecq: Lag shape constructors

In dlsem: Distributed-Lag Linear Structural Equation Models

Description

Lag shape constructors to be used in model formulas.

Usage

ecq(x, a, b, x.group = NULL, nlag = NULL)
qd(x, a, b, x.group = NULL, nlag = NULL)
ld(x, a, b, x.group = NULL, nlag = NULL)
gam(x, a, b, x.group = NULL, nlag = NULL)

Arguments

x	The name of the variable.
a, b	The shape parameters.
nlag	The number of lags considered. If NULL or more than 2/3 of the sample size, it is set equal to 2/3 of the sample size.
x.group	The name of the group factor (optional).

References

A. Magrini (2020). A family of theory-based lag shapes for distributed-lag linear regression. To be appeared on Italian Journal of Applied Statistics.

Examples

data(industry)
# example in linear regression
m1 <- lm(Consum ~ -1+Region+ecq(Job,0,5,x.group=Region), data=industry)
m2 <- lm(Consum ~ -1+Region+gam(Job,0.85,0.2,x.group=Region), data=industry)

dlsem documentation built on April 17, 2020, 1:14 a.m.