Robust Non-Parametric Mortality and Fertility Modelling and Forecasting: Gaussian Process Regression Approaches

Robust Non-Parametric Mortality and Fertility Modelling and Forecasting: Gaussian Process Regression Approaches

A rapid decline in mortality and fertility has become major issues in many developed countries over the past few decades. An accurate model for forecasting demographic movements is important for decision making in social welfare policies and resource budgeting among the government and many industry...

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Bibliographic Details
Main Authors: Ka Kin Lam, Bo Wang
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Forecasting
Subjects:
demographic modelling
mortality forecasting
fertility forecasting
Gaussian process
non-parametric regression
Lee-Carter model
Online Access:https://www.mdpi.com/2571-9394/3/1/13

Internet

https://www.mdpi.com/2571-9394/3/1/13

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