Data base with exposures and death counts of the population of the United States between the years 1933 and 2019.

data

Fit Bayesian graduation mortality using the Heligman-Pollard model, as seen in Heligman, L., & Pollard, J. H. (1980) <doi:10.1017/S0020268100040257> and Dellaportas, Petros, et al. (2001) <doi:10.1111/1467-985X.00202>, and dynamic linear model (Campagnoli, P., Petris, G., and Petrone, S. (2009) <doi:10.1007/b135794_2>). While Heligman-Pollard has parameters with a straightforward interpretation yielding some rich analysis, the dynamic linear model provides a very flexible adjustment of the mortality curves by controlling the discount factor value. Closing methods for both Heligman-Pollard and dynamic linear model were also implemented according to Dodd, Erengul, et al. (2018) <https://www.jstor.org/stable/48547511>. The Bayesian Lee-Carter model is also implemented to fit historical mortality tables time series to predict the mortality in the following years and to do improvement analysis, as seen in Lee, R. D., & Carter, L. R. (1992) <doi:10.1080/01621459.1992.10475265> and Pedroza, C. (2006) <doi:10.1093/biostatistics/kxj024>.

Luiz Figueiredo

BayesMortalityPlus

Bayesian Mortality Modelling

USA function

A data.frame with 9657 rows and 8 variables:<dl>
<dt>Year</dt>
<dd>Years available.</dd><dt>Age</dt>
<dd>Ages available.</dd><dt>Ex.Total</dt>
<dd>Exposure of the US population.</dd><dt>Dx.Total</dt>
<dd>Death count of the US population.</dd><dt>Ex.Male</dt>
<dd>Exposure of the US male population.</dd><dt>Dx.Male</dt>
<dd>Death count of the US male population.</dd><dt>Ex.Female</dt>
<dd>Exposure of the US female population.</dd><dt>Dx.Female</dt>
<dd>Death count of the US female population.</dd>
</dl>

Format

Mortality Database from United States to be used as example — USA

A data.frame with 9657 rows and 8 variables:<dl>
<dt>Year</dt>
<dd>Years available.</dd>

<dt>Age</dt>
<dd>Ages available.</dd>

<dt>Ex.Total</dt>
<dd>Exposure of the US population.</dd>

<dt>Dx.Total</dt>
<dd>Death count of the US population.</dd>

<dt>Ex.Male</dt>
<dd>Exposure of the US male population.</dd>

<dt>Dx.Male</dt>
<dd>Death count of the US male population.</dd>

<dt>Ex.Female</dt>
<dd>Exposure of the US female population.</dd>

<dt>Dx.Female</dt>
<dd>Death count of the US female population.</dd>


</dl>

USA: Mortality Database from United States to be used as example

Description

Arguments

Format

References