2 citations · 2 across the 5 of their papers we have counts for
5 papers
Bayesian Poisson Mortality Projections with Incomplete Data
Rui Gong, Xiaoqian Sun, Leping Liu +1
The missing data problem pervasively exists in statistical applications. Even as simple as the count data in mortality projections, it may not be available for certain age-and-year…
A Bayesian Spatial Modeling Approach to Mortality Forecasting
Zhen Liu, Xiaoqian Sun, Yu-Bo Wang
This paper extends Bayesian mortality projection models for multiple populations considering the stochastic structure and the effect of spatial autocorrelation among the observatio…
Bayesian Poisson Log-normal Model with Regularized Time Structure for Mortality Projection of Multi-population
Zhen Liu, Xiaoqian Sun, Leping Liu +1
The improvement of mortality projection is a pivotal topic in the diverse branches related to insurance, demography, and public policy. Motivated by the thread of Lee-Carter relate…
Bayes Factor Consistency for One-way Random Effects Model
Min Wang, Xiaoqian Sun
In this paper, we consider Bayesian hypothesis testing for the balanced one-way random effects model. A special choice of the prior formulation for the ratio of variance components…
Bayes Factor Consistency for Unbalanced ANOVA Models
Min Wang, Xiaoqian Sun
In practical situations, most experimental designs often yield unbalanced data which have different numbers of observations per unit because of cost constraints, or missing data, e…