fit_attrib {attrib}

Data fit

Description

Data fit using glmer from lme4 with family poisson to fit the dataset with the given formula.

Usage

fit_attrib(data, response, fixef, ranef, offset = NULL)

Arguments

data

The observed data to be fitted.

response

The response

fixef

The fixed effects

ranef

The random effects

offset

The offsets.

Value

The model fit of the data with additional attributes offset, response and fit_fix. Offset and response are the same as in the input and fit_fix is the linear model of the fix effects.

For more details see the help vignette: vignette("intro", package="attrib")

Examples

response <- "deaths"

fixef <- "pr100_ili_lag_1 + sin(2 * pi * (week - 1) / 52) + cos(2 * pi * (week - 1) / 52)"
ranef <- " (pr100_ili_lag_1| season)"
offset <- "log(pop)"

data <- attrib::data_fake_nation


fit_attrib(data = data, response = response, fixef = fixef, ranef = ranef, offset = offset)