Access Statistics for Han Lin Shang

Author contact details at EconPapers.

Working Paper File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
A comparison of ten principal component methods for forecasting mortality rates 0 0 2 139 2 4 25 351
A sampling algorithm for bandwidth estimation in a nonparametric regression model with a flexible error density 0 0 0 22 0 2 10 88
A survey of functional principal component analysis 0 0 0 135 1 1 8 313
Bayesian bandwidth selection for a nonparametric regession model with mixed types of regressors 0 0 0 40 1 3 9 142
Bayesian estimation of bandwidths for a nonparametric regression model with a flexible error density 0 0 0 30 0 1 4 91
Detection and Estimation of Structural Breaks in High-Dimensional Functional Time Series 0 0 1 29 0 1 8 20
Dynamic functional time-series forecasts of foreign exchange implied volatility surfaces 0 0 0 27 1 1 19 48
Forecasting the Old-Age Dependency Ratio to Determine a Sustainable Pension Age 0 0 7 34 1 7 30 307
Forecasting: theory and practice 0 1 5 95 1 7 46 158
Grouped functional time series forecasting: An application to age-specific mortality rates 0 0 1 72 1 3 9 127
Implied volatility surface predictability: the case of commodity markets 0 0 0 9 1 4 11 35
Nonparametric modeling and forecasting electricity demand: an empirical study 0 0 0 88 0 0 5 146
Nonparametric time series forecasting with dynamic updating 0 0 1 161 0 1 9 399
Point and interval forecasts of age-specific fertility rates: a comparison of functional principal component methods 0 0 0 33 0 1 8 114
Rainbow plots, Bagplots and Boxplots for Functional Data 0 1 2 88 0 5 16 378
Total Working Papers 0 2 19 1,002 9 41 217 2,717


Journal Article File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
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 0 0 0 3 0 1 12 31
A Comparison of Hurst Exponent Estimators in Long-range Dependent Curve Time Series 0 0 1 9 0 6 16 56
A Plug-in Bandwidth Selection Procedure for Long-Run Covariance Estimation with Stationary Functional Time Series 0 0 2 8 0 2 23 55
A compositional approach to modeling cause-specific mortality with zero counts 0 0 0 0 0 2 4 4
A model sufficiency test using permutation entropy 0 0 0 0 0 5 10 13
A multilevel functional data method for forecasting population, with an application to the United Kingdom 0 0 0 13 0 2 22 73
A partial least squares approach for function-on-function interaction regression 0 0 0 2 0 3 11 27
A robust scalar-on-function logistic regression for classification 0 0 0 0 0 1 3 6
A sampling algorithm for bandwidth estimation in a nonparametric regression model with a flexible error density 0 0 0 6 1 2 14 52
A survey of functional principal component analysis 0 0 0 29 1 8 17 180
Air Pollution and Mortality Impacts 0 0 0 6 0 2 6 25
An IID Test for Functional Time Series with Applications to High-Frequency VIX Index Data 0 0 0 1 0 1 6 16
Assessing the Impact of Climate Risk Stresses on Life Insurance Portfolios 0 2 4 24 1 4 15 44
Bayesian Bandwidth Selection for a Nonparametric Regression Model with Mixed Types of Regressors 0 0 0 11 0 3 14 81
Bayesian Nonparametrics 0 0 0 12 0 1 6 43
Bayesian bandwidth estimation and semi-metric selection for a functional partial linear model with unknown error density 0 0 0 2 0 0 5 19
Bayesian bandwidth estimation for a functional nonparametric regression model with mixed types of regressors and unknown error density 0 0 1 3 0 6 20 38
Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density 0 0 1 12 0 4 12 75
Bayesian bandwidth estimation for a semi-functional partial linear regression model with unknown error density 0 0 0 0 0 1 5 49
Bayesian bandwidth estimation for local linear fitting in nonparametric regression models 0 0 1 5 0 3 8 30
Bootstrap Prediction Bands for Functional Time Series 0 0 0 7 0 1 9 21
Bootstrap prediction intervals for the age distribution of life-table death counts 0 0 0 0 0 1 6 6
Bootstrapping Long-Run Covariance of Stationary Functional Time Series 0 0 0 0 1 3 8 10
Change point detection for COVID-19 excess deaths in Belgium 0 0 0 1 0 0 4 6
DYNAMIC PRINCIPAL COMPONENT REGRESSION: APPLICATION TO AGE-SPECIFIC MORTALITY FORECASTING 0 0 0 5 0 3 13 39
Depth-based reconstruction method for incomplete functional data 0 0 0 0 0 2 10 14
Dynamic functional time-series forecasts of foreign exchange implied volatility surfaces 0 0 2 4 0 4 21 32
Dynamic linear models with R 0 0 0 19 0 3 4 81
Dynamic principal component regression for forecasting functional time series in a group structure 0 0 0 0 0 1 5 8
Enhancing spatial functional linear regression with robust dimension reduction methods 0 0 0 0 0 3 7 7
FORECASTING MULTIPLE FUNCTIONAL TIME SERIES IN A GROUP STRUCTURE: AN APPLICATION TO MORTALITY 0 0 0 1 0 2 7 16
Feature extraction for functional time series: Theory and application to NIR spectroscopy data 0 0 0 3 0 4 15 28
Forecasting Age- and Sex-Specific Survival Functions: Application to Annuity Pricing 0 0 0 1 0 2 8 10
Forecasting Australian fertility by age, region, and birthplace 0 0 1 3 1 1 10 15
Forecasting Australian subnational age-specific mortality rates 0 0 0 4 0 3 6 20
Forecasting a time series of Lorenz curves: one-way functional analysis of variance 0 0 0 0 0 0 0 0
Forecasting age distribution of death counts: an application to annuity pricing 0 0 0 4 0 2 5 20
Forecasting age distribution of deaths: Cumulative distribution function transformation 1 1 1 1 1 6 21 21
Forecasting age distribution of life-table death counts via α-transformation 0 0 0 0 0 1 1 1
Forecasting intraday S&P 500 index returns: A functional time series approach 1 1 2 16 2 5 13 51
Forecasting intraday financial time series with sieve bootstrapping and dynamic updating 0 0 1 1 0 1 20 25
Forecasting of density functions with an application to cross-sectional and intraday returns 0 0 1 3 1 4 13 29
Forecasting: theory and practice 2 2 11 63 10 46 184 513
Function-on-Function Partial Quantile Regression 0 0 0 0 0 5 12 28
Functional time series approach for forecasting very short-term electricity demand 1 1 3 40 1 2 11 112
Functional time series forecasting with dynamic updating: An application to intraday particulate matter concentration 0 1 2 11 1 6 9 75
Granger causality of bivariate stationary curve time series 0 0 0 1 0 5 12 19
Graphics for statistics and data analysis with R 0 0 0 7 0 4 15 54
Grouped multivariate and functional time series forecasting:An application to annuity pricing 0 0 0 4 0 1 8 47
High-dimensional functional time series forecasting: An application to age-specific mortality rates 0 1 1 18 0 5 9 91
Implied volatility surface predictability: The case of commodity markets 0 0 0 6 1 16 29 85
Intraday forecasts of a volatility index: functional time series methods with dynamic updating 0 0 0 6 0 9 22 50
Is the age pension in Australia sustainable and fair? Evidence from forecasting the old-age dependency ratio using the Hamilton-Perry model 0 0 1 3 1 7 29 33
Local Whittle estimation of long‐range dependence for functional time series 0 0 1 11 0 1 10 30
Long-Range Dependent Curve Time Series 0 0 0 4 1 1 6 17
Machine-Learning-Based Functional Time Series Forecasting: Application to Age-Specific Mortality Rates 0 0 1 7 1 2 10 21
Making distributionally robust portfolios feasible in high dimension 1 1 2 2 2 12 29 29
Methods for Scalar-on-Function Regression 0 0 1 11 2 5 15 55
Mortality models ensemble via Shapley value 0 0 0 0 0 1 4 4
Multi-population modelling and forecasting life-table death counts 0 0 1 1 1 3 10 21
Multivariate Functional Time Series Forecasting: Application to Age-Specific Mortality Rates 1 2 3 24 1 5 18 143
Neural network prediction of crude oil futures using B-splines 0 0 0 9 0 3 8 47
Non-Parametric Econometrics 0 1 1 7 0 2 8 40
Nonparametric time series forecasting with dynamic updating 0 0 0 3 0 1 14 69
Nonstationary Functional Time Series Forecasting 0 0 0 0 0 3 18 18
On function-on-function linear quantile regression 0 0 1 1 1 4 7 9
On projection methods for functional time series forecasting 1 1 1 3 1 2 6 14
Optimal combination forecasts for hierarchical time series 1 1 2 88 8 21 59 430
Penalized function-on-function linear quantile regression 0 0 0 0 0 5 19 21
Point and interval forecasts of age-specific life expectancies 0 0 1 6 0 3 12 79
Point and interval forecasts of mortality rates and life expectancy: A comparison of ten principal component methods 0 0 0 20 0 4 20 156
Reconciling Forecasts of Infant Mortality Rates at National and Sub-National Levels: Grouped Time-Series Methods 0 0 0 4 0 5 13 57
Retiree Mortality Forecasting: A Partial Age-Range or a Full Age-Range Model? 0 0 0 1 0 1 11 29
Robust bootstrap prediction intervals for univariate and multivariate autoregressive time series models 0 0 0 1 0 1 5 8
Robust functional logistic regression 0 0 2 2 0 2 20 20
Robust scalar-on-function partial quantile regression 0 0 0 0 0 1 8 9
Semiparametric Regression Using Variational Approximations 0 0 0 3 0 2 5 18
Sieve bootstrapping the memory parameter in long-range dependent stationary functional time series 0 0 0 1 0 2 10 13
Statistically tested comparisons of the accuracy of forecasting methods for age-specific and sex-specific mortality and life expectancy 0 0 0 6 0 3 8 29
Stock Return Prediction Based on a Functional Capital Asset Pricing Model 0 1 2 2 1 3 32 32
Stopping time detection of wood panel compression: A functional time‐series approach 0 0 0 4 0 1 7 15
Temporal and spatial Taylor's law: Application to Japanese subnational mortality rates 0 0 0 0 0 1 6 8
The BUGS book: a practical introduction to Bayesian analysis 0 0 0 189 0 4 9 399
Uncovering predictability in the evolution of the WTI oil futures curve 0 0 0 6 4 4 11 30
Visualizing rate of change: an application to age‐specific fertility rates 0 0 0 7 0 2 9 58
Total Journal Articles 9 16 55 801 46 325 1,202 4,412


Chapter File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
Mortality and Life Expectancy Forecasting for a Group of Populations in Developed Countries: A Robust Multilevel Functional Data Method 0 0 0 0 0 2 13 13
Total Chapters 0 0 0 0 0 2 13 13


Statistics updated 2026-07-10