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StanMoMo  

Bayesian Mortality Modelling with 'Stan'
View on CRAN: Click here


Download and install StanMoMo package within the R console
Install from CRAN:
install.packages("StanMoMo")

Install from Github:
library("remotes")
install_github("cran/StanMoMo")

Install by package version:
library("remotes")
install_version("StanMoMo", "1.2.0")



Attach the package and use:
library("StanMoMo")
Maintained by
Karim Barigou
[Scholar Profile | Author Map]
First Published: 2021-10-07
Latest Update: 2023-09-23
Description:
Implementation of popular mortality models using the 'rstan' package, which provides the R interface to the 'Stan' C++ library for Bayesian estimation. The package supports well-known models proposed in the actuarial and demographic literature including the Lee-Carter (1992) <doi:10.1080/01621459.1992.10475265> and the Cairns-Blake-Dowd (2006) <doi:10.1111/j.1539-6975.2006.00195.x> models. By a simple call, the user inputs deaths and exposures and the package outputs the MCMC simulations for each parameter, the log likelihoods and predictions. Moreover, the package includes tools for model selection and Bayesian model averaging by leave future-out validation.
How to cite:
Karim Barigou (2021). StanMoMo: Bayesian Mortality Modelling with 'Stan'. R package version 1.2.0, https://cran.r-project.org/web/packages/StanMoMo. Accessed 21 Apr. 2025.
Previous versions and publish date:
1.0.0 (2021-10-07 18:20), 1.1.0 (2022-06-24 00:10), 1.1.1 (2023-09-17 01:00)
Other packages that cited StanMoMo R package
View StanMoMo citation profile
Other R packages that StanMoMo depends, imports, suggests or enhances
Complete documentation for StanMoMo
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