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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

Forecasting: theory and practice

scientific article published in July 2022

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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