A Bayesian Multi-State Model With Data Augmentation for Estimating Population Size and Effect of Inbreeding on Survival
Kuvaus
Diego Rondon, Samu Mantyniemi, Jouni Aspi, Laura Kvist, Mikko J Sillanpaa
Code and data for the simulation and analysis
## 1_Simualiton
Contain the function (1_Simulation_Functions.R) and simulation algorithm (2_Simulation.R) that creates the populations.
The results of the population are un the files SCN_Bottleneck.RData and SCN_Decline.RData
## 2_NIMBLE_Model
Contain the algorithm that reads the data set of interest, sample a population at a given observation probability (40%, 60% or 80%), perform the data augmentation and performs the MCMC
Each MCMC takes 20 hours to run.
## 3_MCMC_Results
MCMC output is divided into scenarios -> covariate treatment -> sampling probability, each one with 50 MCMC output containing 3 chains each
Näytä enemmänJulkaisuvuosi
2024
Aineiston tyyppi
Tekijät
Diego Rondon - Julkaisija, Tekijä
Projekti
Muut tiedot
Tieteenalat
Tilastotiede
Kieli
englanti
Saatavuus
Avoin