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List of works by Han Lin Shang

A Bayesian approach for determining the optimal semi-metric and bandwidth in scalar-on-function quantile regression with unknown error density and dependent functional data

A Plug-in Bandwidth Selection Procedure for Long-Run Covariance Estimation with Stationary Functional Time Series

article by Gregory Rice & Han Lin Shang published 19 December 2016 in Journal of Time Series Analysis

A sampling algorithm for bandwidth estimation in a nonparametric regression model with a flexible error density

article

A survey of functional principal component analysis

article

Bayesian Bandwidth Selection for a Nonparametric Regression Model with Mixed Types of Regressors

Bayesian bandwidth estimation for a functional nonparametric regression model with mixed types of regressors and unknown error density ⬇️

article

Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density

article

Bayesian bandwidth estimation for a semi-functional partial linear regression model with unknown error density

scholarly article by Han Lin Shang published 7 November 2013 in Computational Statistics

Bootstrap methods for stationary functional time series

article by Han Lin Shang published 8 October 2016 in Statistics and Computing

Forecasting Scottish Migration in the Context of the 2014 Constitutional Change Debate

article

Forecasting functional time series

article published in 2009

Functional time series approach for forecasting very short-term electricity demand

article published in 2012

Functional time series forecasting with dynamic updating: An application to intraday particulate matter concentration

Grouped multivariate and functional time series forecasting:An application to annuity pricing

High-dimensional functional time series forecasting: An application to age-specific mortality rates

Methods for scalar-on-function regression

scientific article published on 23 February 2016

Model confidence sets and forecast combination: an application to age-specific mortality

scientific article published on 21 November 2018

Multivariate Functional Time Series Forecasting: Application to Age-Specific Mortality Rates

Nonparametric time series forecasting with dynamic updating

On function-on-function regression: partial least squares approach

scientific article published in 2020

Optimal combination forecasts for hierarchical time series

article published in 2011

Point and interval forecasts of age-specific fertility rates: a comparison of functional principal component methods

article by Han Lin Shang published 9 June 2012 in Journal of Population Research

Point and interval forecasts of age-specific life expectancies

Point and interval forecasts of mortality rates and life expectancy: A comparison of ten principal component methods

Rainbow Plots, Bagplots, and Boxplots for Functional Data

article by Rob J. Hyndman & Han Lin Shang published January 2010 in Journal of Computational and Graphical Statistics

Reconciling Forecasts of Infant Mortality Rates at National and Sub-National Levels: Grouped Time-Series Methods

Rejoinder: Forecasting functional time series

Selection of the optimal Box–Cox transformation parameter for modelling and forecasting age-specific fertility ⬇️

article by Han Lin Shang published 4 December 2014 in Journal of Population Research

Statistically tested comparisons of the accuracy of forecasting methods for age-specific and sex-specific mortality and life expectancy

scientific article published on 9 October 2015

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