mortality-forecasting

There are 1 repository under mortality-forecasting topic.

mpascariu / MortalityForecast
Standard tools to compare and evaluate mortality forecasting methods
mortality-forecasting mortality-prediction mortality-models demography public-health longevity
Language:R 11
kessysalvatory / CoMoMo
CoMoMo combines multiple mortality forecasts using different model combinations. See more from the paper here https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3823511
age-period-cohort-models combination cross-validation human-mortality-database longevity model-uncertainty mortality-forecasting rstudio stacked-ensembles
Language:R 8
mpascariu / CoDa
Forecast mortality using Compositional Data Lee-Carter model - R Package
demography mortality-forecasting compositional-data lee-carter
Language:R 7
OussamaMedOunissi / Lee-Carter-Model-and-mortality-forecasting-cross-validation-Python-implementation
Lee Carter model and different cross-validation methods for mortality forecasting models, implemented in Python.
cross-validation lee-carter mortality-forecasting
Language:Python 6
rune-l / Improved-Mortality-Forecasts-Using-Artificial-Intelligence
Improved Mortality Forecasts using Artificial Intelligence.
deep-learning deep-neural-networks machine-learning mortality-forecasting lee-carter lstm gru rnn economics econometrics
Language:R 6
bayesian-statistics-project
stinco / bayesian-statistics-project
Project for the Bayesian Statistics exam at University of Trieste
statistics bayesian-statistics bayesian-inference bayesian-methods trieste university milan mortality mortality-forecasting pollution ambient-air deaths r stan
Language:HTML 6
vettorefburana / Mortality-rate-predictions-for-Italy
Mortality rate predictions for Italy in 2020 using Lee-Carter model and Recurrent Neural Networks
lstm rnn mortality-forecasting lee-carter deep-learning gru
Language:Jupyter Notebook 4
ubasellini / C-STAD
Modelling and forecasting cohort mortality
mortality-forecasting mortality-modelling cohort-mortality age-at-death-distributions
Language:R 3
ubasellini / ForecastingDistributions
Modelling and forecasting adult age-at-death distributions
mortality-forecasting mortality-modelling relational-models smoothing
Language:R 3
H-NeverHome / mort_model
Python implementations of different mortality modeling techniques (for now Lee-Carter Model)
mortality mortality-forecasting time-series
Language:Jupyter Notebook 1
mpascariu / MortalityGaps
The Double-Gap Life Expectancy Forecasting Model - R Package
mortality-forecasting demography forecasting-life-expectancy longevity
Language:R 1
STAPM / mort.tools
R package - Computing mortality rates from tobacco and alcohol related causes. This is a mirror of the code in the private Gitlab repository
alcohol mortality mortality-forecasting mortality-rates tobacco
Language:HTML 1
Lukiaqua / Mortality-Analysis
jupyter-notebook python mortality-forecasting
Language:HTML 0
RezaDastranj / GAMM-ASDRs
Generalized Additive Forecasting Mortality
acf bam generalized-additive-mixed-models mgcv mortality mortality-forecasting cohort death-rates heteroscedasticity qqplot mixed-models
Language:CSS 0
RezaDastranj / GEE-ASDRs
Mortality Modelling using Generalized Estimating Equations
gee mortality-forecasting qic quasi-likelihoods
Language:CSS 0
RezaDastranj / LME-ASDRs
Age-Gender-Country-Specific Death Rates Modelling and Forecasting: A Linear Mixed-Effects Model
fixed-effects forecasting heteroscedasticity life-expectancy life-insurance lme4 mixed-models model-selection modelling mortality qqplot random-effects random-walk reml mortality-forecasting anova bootstrap lmer lmertest
Language:CSS 0
RokasGy / mortalitySSM
State-space models for statistical mortality projections
mortality-forecasting particle-filter r state-space-model value-at-risk
Language:R 0
ubasellini / 3C-STADmodel
Modelling and forecasting age-at-death distributions
mortality-forecasting mortality-modelling age-at-death-distributions mortality-decomposition
Language:R