datamods

<p>The models for rates, probabilities, or means
created with functions <code>mod_pois()</code>, <code>mod_binom()</code>,
and <code>mod_norm()</code> can be extended by adding data models,
also referred to as measurement error models.</p>

Fast Bayesian estimation and forecasting of age-specific
rates, probabilities, and means, based on 'Template Model Builder'.

John Bryant

bage

Bayesian Estimation and Forecasting of Age-Specific Rates

Function	Assumptions about measurement error	Poisson	Binomial	Normal
`set_datamod_miscount()`	Reported outcome has undercount and overcount	Yes	No	No
`set_datamod_undercount()`	Reported outcome has undercount	Yes	Yes	No
`set_datamod_overcount()`	Reported outcome has overcount	Yes	No	No
`set_datamod_noise()`	Reported outcome unbiased, but with positive and negative measurement errors	Yes*	No	Yes
`set_datamod_exposure()`	Reported exposure unbiased, but with positive and negative measurement errors	Yes*	No	No

datamods: Data Models

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Details