# Bayesian Mortality Forecasting

## Documentation for package ‘BayesMoFo’ version 0.1.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

BayesMoFo-package | BayesMoFo: Bayesian Mortality Forecasting
BayesMoFo | BayesMoFo: Bayesian Mortality Forecasting
converge_diag_fn | A function to check for overall convergence of fitted stochastic mortality models for monitoring purposes
converge_diag_param_fn | A function to assess convergence of the posterior sampling of fitted parameters for monitoring purposes
converge_diag_rates_fn | A function to assess convergence of the posterior sampling of death rates for monitoring purposes
data_summarised | Sample mortality data stratified by insurance products
DIC_fn | A function to calculate the DIC of stochastic mortality models using posterior samples
dxt_array_country | Sample mortality data stratified by country
dxt_array_product | Sample mortality data stratified by insurance products
dxt_array_sex | Sample mortality data stratified by gender/sex in the UK
Ext_array_country | Sample mortality data stratified by country
Ext_array_product | Sample mortality data stratified by insurance products
Ext_array_sex | Sample mortality data stratified by gender/sex in the UK
fit_APCI | A function to fit the APCI stochastic mortality model.
fit_CBD_M3 | A function to fit the Age-Period-Cohort (APC) stochastic mortality model.
fit_CBD_M5 | A function to fit the stochastic mortality model "M5".
fit_CBD_M6 | A function to fit the stochastic mortality model "M6".
fit_CBD_M7 | A function to fit the stochastic mortality model "M7".
fit_CBD_M8 | A function to fit the stochastic mortality model "M8".
fit_LC | A function to fit the stochastic mortality model by Lee and Carter (1992).
fit_M1A | A function to fit the stochastic mortality model M1A.
fit_M1M | A function to fit the stochastic mortality model M1M.
fit_M1U | A function to fit the stochastic mortality model M1U.
fit_M2A1 | A function to fit the stochastic mortality model M2A1.
fit_M2A2 | A function to fit the stochastic mortality model M2A2.
fit_M2Y1 | A function to fit the stochastic mortality model M2Y1.
fit_M2Y2 | A function to fit the stochastic mortality model M2Y2.
fit_MLiLee | A function to fit the stochastic mortality model MLiLee.
fit_PLAT | A function to fit the stochastic mortality model "PLAT".
fit_RH | A function to fit the stochastic mortality model by Renshaw and Haberman (2006).
plot_deaths_fn | A function to plot the fitted and forecast number of deaths, accompanied by credible intervals, from posterior samples generated for stochastic mortality models
plot_param_fn | A function to plot the fitted parameters of stochastic mortality models, accompanied by credible intervals
plot_rates_fn | A function to plot the fitted mortality rates, accompanied by credible intervals, from posterior samples generated for stochastic mortality models
predict_deaths_fn | A function to compute the fitted and forecast number of deaths, accompanied by credible intervals, from posterior samples generated for stochastic mortality models
preparedata_fn | A function to prepare mortality data with stratification (e.g. by product, sex/gender, country, cause of death etc.)
quantile_fn | A function to calculate sample quantiles
runBayesMoFo | A function to fit mortality models.
summary_fn | A function to summarise the fitted mortality rates and parameters of stochastic mortality models
uk_deathscausedata | Sample mortality data stratified by cause of death
uk_mortalitydata | Sample mortality data