EW_popIMD_14

EW population, death rates by age, gender and IMD for year 2014 (Source: Office for National Statistics, reference number 006518).

datasets

Simulation of the random evolution of heterogeneous populations using stochastic Individual-Based Models (IBMs) <doi:10.48550/arXiv.2303.06183>.
The package enables users to simulate population evolution, in which individuals are characterized by their age and some characteristics, and the population is modified by different types of events, including births/arrivals, death/exit events, or changes of characteristics. The frequency at which an event can occur to an individual can depend on their age and characteristics, but also on the characteristics of other individuals (interactions).
Such models have a wide range of applications. For instance, IBMs can be used for simulating the evolution of a heterogeneous insurance portfolio with selection or for validating mortality forecasts.
This package overcomes the limitations of time-consuming IBMs simulations by implementing new efficient algorithms based on thinning methods, which are compiled using the 'Rcpp' package while providing a user-friendly interface.

Daphnc3<a9> Giorgi

IBMPopSim

Individual Based Model Population Simulation

Daphné Giorgi

Sarah Kaakai

Vincent Lemaire

EW_popIMD_14 function

A list containing:<dl>
<dt><code>age_pyramid</code></dt>
<dd>Data frame containing EW age pyramid for year 2014, by gender, IMD and single year of age (0-115).
Individuals in the age class 90+ are distributed in the single year of age classes as in the EW population.</dd><dt><code>death_rates</code></dt>
<dd>List containing 4 fields:<dl>
<dt><code>male</code></dt>
<dd>Male death rates data frame, by IMD and single year of age (0-90+).</dd></dl></dd><dt><code>female</code></dt>
<dd>Female death rates dataframe, by IMD and single year of age (0-90+).</dd>
</dl>
<dt><code>sample</code></dt>
<dd>Population dataframe composed of 100 000 individuals, sampled from <code>age_pyramid</code>.</dd>

Format

England and Wales (EW) 2014 population and death rates by Index of Multiple Deprivation (IMD). — EW_popIMD_14

A list containing:<dl>
<dt><code>age_pyramid</code></dt>
<dd>Data frame containing EW age pyramid for year 2014, by gender, IMD and single year of age (0-115).
Individuals in the age class 90+ are distributed in the single year of age classes as in the EW population.</dd>

<dt><code>death_rates</code></dt>
<dd>List containing 4 fields:<dl>
<dt><code>male</code></dt>
<dd>Male death rates data frame, by IMD and single year of age (0-90+).</dd>

<dt><code>female</code></dt>
<dd>Female death rates dataframe, by IMD and single year of age (0-90+).</dd>


</dl>
</dd>

<dt><code>sample</code></dt>
<dd>Population dataframe composed of 100 000 individuals, sampled from <code>age_pyramid</code>.</dd>


</dl>

EW_popIMD_14: England and Wales (EW) 2014 population and death rates by Index of Multiple Deprivation (IMD).

Description

Usage

Arguments

Format