create_obs_model function

Create Observation Model Settings

Takes the output of obs_opts() and converts it into a list understood by stan.

create_obs_model(obs = obs_opts(), dates)

Arguments

• obs: A list of options as generated by obs_opts() defining the observation model. Defaults to obs_opts().
• dates: A vector of dates used to calculate the day of the week.

Returns

A list of settings ready to be passed to stan defining the Observation Model

Examples

## Not run:

dates <- seq(as.Date("2020-03-15"), by = "days", length.out = 15)
# default observation model data
create_obs_model(dates = dates)

# Poisson observation model
create_obs_model(obs_opts(family = "poisson"), dates = dates)

# Applying a observation scaling to the data
create_obs_model(
  obs_opts(scale = Normal(mean = 0.4, sd = 0.01)),
  dates = dates
)

# Apply a custom week week length
create_obs_model(obs_opts(week_length = 3), dates = dates)
## End(Not run)

See Also

obs_opts()