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 1 138 3 8 12 337
A sampling algorithm for bandwidth estimation in a nonparametric regression model with a flexible error density 0 0 0 22 0 2 3 81
A survey of functional principal component analysis 0 0 0 135 3 3 10 311
Bayesian bandwidth selection for a nonparametric regession model with mixed types of regressors 0 0 0 40 0 1 1 134
Bayesian estimation of bandwidths for a nonparametric regression model with a flexible error density 0 0 0 30 0 2 3 89
Detection and Estimation of Structural Breaks in High-Dimensional Functional Time Series 0 1 1 29 0 2 5 17
Dynamic functional time-series forecasts of foreign exchange implied volatility surfaces 0 0 0 27 5 7 11 37
Forecasting the Old-Age Dependency Ratio to Determine a Sustainable Pension Age 0 0 1 28 0 3 6 281
Forecasting: theory and practice 1 3 7 93 7 22 39 138
Grouped functional time series forecasting: An application to age-specific mortality rates 0 0 2 72 3 3 7 122
Implied volatility surface predictability: the case of commodity markets 0 0 0 9 0 2 3 27
Nonparametric modeling and forecasting electricity demand: an empirical study 0 0 0 88 1 1 3 143
Nonparametric time series forecasting with dynamic updating 0 0 0 160 2 3 4 394
Point and interval forecasts of age-specific fertility rates: a comparison of functional principal component methods 0 0 0 33 1 2 2 108
Rainbow plots, Bagplots and Boxplots for Functional Data 0 1 3 87 0 3 7 366
Total Working Papers 1 5 15 991 25 64 116 2,585

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 2 3 22
A Comparison of Hurst Exponent Estimators in Long-range Dependent Curve Time Series 0 0 0 8 3 6 9 46
A Plug-in Bandwidth Selection Procedure for Long-Run Covariance Estimation with Stationary Functional Time Series 0 0 0 6 6 10 16 46
A model sufficiency test using permutation entropy 0 0 0 0 3 3 5 6
A multilevel functional data method for forecasting population, with an application to the United Kingdom 0 0 0 13 2 10 12 63
A partial least squares approach for function-on-function interaction regression 0 0 0 2 2 4 5 20
A robust scalar-on-function logistic regression for classification 0 0 0 0 1 1 2 4
A sampling algorithm for bandwidth estimation in a nonparametric regression model with a flexible error density 0 0 0 6 1 2 5 43
A survey of functional principal component analysis 0 0 0 29 0 2 7 165
Air Pollution and Mortality Impacts 0 0 1 6 3 3 5 22
An IID Test for Functional Time Series with Applications to High-Frequency VIX Index Data 0 0 1 1 1 1 11 11
Assessing the Impact of Climate Risk Stresses on Life Insurance Portfolios 0 0 11 22 1 3 21 36
Bayesian Bandwidth Selection for a Nonparametric Regression Model with Mixed Types of Regressors 0 0 0 11 5 5 5 72
Bayesian Nonparametrics 0 0 0 12 0 1 1 38
Bayesian bandwidth estimation and semi-metric selection for a functional partial linear model with unknown error density 0 0 0 2 1 2 2 16
Bayesian bandwidth estimation for a functional nonparametric regression model with mixed types of regressors and unknown error density 0 0 0 2 3 6 7 25
Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density 0 0 1 12 0 1 4 66
Bayesian bandwidth estimation for a semi-functional partial linear regression model with unknown error density 0 0 0 0 0 1 4 45
Bayesian bandwidth estimation for local linear fitting in nonparametric regression models 0 1 1 5 1 2 6 25
Bootstrap Prediction Bands for Functional Time Series 0 0 3 7 2 4 8 16
Bootstrap prediction intervals for the age distribution of life-table death counts 0 0 0 0 0 1 1 1
Bootstrapping Long-Run Covariance of Stationary Functional Time Series 0 0 0 0 2 4 5 6
Change point detection for COVID-19 excess deaths in Belgium 0 0 0 1 0 0 1 2
DYNAMIC PRINCIPAL COMPONENT REGRESSION: APPLICATION TO AGE-SPECIFIC MORTALITY FORECASTING 0 0 0 5 1 2 3 29
Depth-based reconstruction method for incomplete functional data 0 0 0 0 0 3 3 7
Dynamic functional time-series forecasts of foreign exchange implied volatility surfaces 0 1 2 3 0 4 7 17
Dynamic linear models with R 0 0 1 19 0 0 1 77
Dynamic principal component regression for forecasting functional time series in a group structure 0 0 0 0 0 0 1 3
FORECASTING MULTIPLE FUNCTIONAL TIME SERIES IN A GROUP STRUCTURE: AN APPLICATION TO MORTALITY 0 0 0 1 1 3 3 12
Feature extraction for functional time series: Theory and application to NIR spectroscopy data 0 0 0 3 1 6 7 19
Forecasting Age- and Sex-Specific Survival Functions: Application to Annuity Pricing 0 0 0 1 0 2 4 6
Forecasting Australian fertility by age, region, and birthplace 0 1 1 3 2 3 5 9
Forecasting Australian subnational age-specific mortality rates 0 0 0 4 0 1 5 16
Forecasting age distribution of death counts: an application to annuity pricing 0 0 0 4 1 3 3 18
Forecasting age distribution of deaths: Cumulative distribution function transformation 0 0 0 0 3 4 4 4
Forecasting age distribution of life-table death counts via α-transformation 0 0 0 0 0 0 0 0
Forecasting intraday S&P 500 index returns: A functional time series approach 0 0 0 14 2 3 4 41
Forecasting intraday financial time series with sieve bootstrapping and dynamic updating 0 0 0 0 5 9 12 17
Forecasting of density functions with an application to cross-sectional and intraday returns 0 0 0 2 0 0 4 18
Forecasting: theory and practice 1 2 9 56 26 44 117 392
Function-on-Function Partial Quantile Regression 0 0 0 0 0 3 7 21
Functional time series approach for forecasting very short-term electricity demand 0 1 1 38 0 3 4 104
Functional time series forecasting with dynamic updating: An application to intraday particulate matter concentration 0 0 1 10 0 0 1 67
Granger causality of bivariate stationary curve time series 0 0 0 1 3 4 4 11
Graphics for statistics and data analysis with R 0 0 0 7 1 2 3 41
Grouped multivariate and functional time series forecasting:An application to annuity pricing 0 0 0 4 0 1 1 40
High-dimensional functional time series forecasting: An application to age-specific mortality rates 0 0 0 17 1 2 3 85
Implied volatility surface predictability: The case of commodity markets 0 0 0 6 1 5 14 63
Intraday forecasts of a volatility index: functional time series methods with dynamic updating 0 0 0 6 2 5 5 33
Is the age pension in Australia sustainable and fair? Evidence from forecasting the old-age dependency ratio using the Hamilton-Perry model 0 1 2 3 11 14 17 19
Local Whittle estimation of long‐range dependence for functional time series 0 0 1 10 1 2 7 24
Long-Range Dependent Curve Time Series 0 0 0 4 2 2 4 15
Machine-Learning-Based Functional Time Series Forecasting: Application to Age-Specific Mortality Rates 0 1 2 7 0 3 4 14
Making distributionally robust portfolios feasible in high dimension 0 0 0 0 3 3 3 3
Methods for Scalar-on-Function Regression 1 1 1 11 3 5 8 46
Multi-population modelling and forecasting life-table death counts 1 1 1 1 2 4 6 16
Multivariate Functional Time Series Forecasting: Application to Age-Specific Mortality Rates 0 1 1 22 0 4 5 129
Neural network prediction of crude oil futures using B-splines 0 0 0 9 2 3 6 43
Non-Parametric Econometrics 0 0 0 6 0 0 1 32
Nonparametric time series forecasting with dynamic updating 0 0 0 3 3 10 11 66
Nonstationary Functional Time Series Forecasting 0 0 0 0 2 5 6 6
On function-on-function linear quantile regression 0 0 1 1 2 2 5 5
On projection methods for functional time series forecasting 0 0 0 2 1 1 2 9
Optimal combination forecasts for hierarchical time series 0 0 2 86 4 14 28 394
Penalized function-on-function linear quantile regression 0 0 0 0 3 9 11 11
Point and interval forecasts of age-specific life expectancies 1 1 1 6 2 2 2 69
Point and interval forecasts of mortality rates and life expectancy: A comparison of ten principal component methods 0 0 0 20 3 7 7 143
Reconciling Forecasts of Infant Mortality Rates at National and Sub-National Levels: Grouped Time-Series Methods 0 0 0 4 3 5 8 49
Retiree Mortality Forecasting: A Partial Age-Range or a Full Age-Range Model? 0 0 0 1 1 7 9 27
Robust bootstrap prediction intervals for univariate and multivariate autoregressive time series models 0 0 0 1 0 0 0 3
Robust functional logistic regression 1 1 2 2 2 5 7 7
Robust scalar-on-function partial quantile regression 0 0 0 0 0 0 1 1
Semiparametric Regression Using Variational Approximations 0 0 0 3 1 1 1 14
Sieve bootstrapping the memory parameter in long-range dependent stationary functional time series 0 0 0 1 1 2 2 5
Statistically tested comparisons of the accuracy of forecasting methods for age-specific and sex-specific mortality and life expectancy 0 0 0 6 2 2 2 23
Stock Return Prediction Based on a Functional Capital Asset Pricing Model 0 0 0 0 5 10 10 10
Stopping time detection of wood panel compression: A functional time‐series approach 0 0 0 4 2 4 7 13
Temporal and spatial Taylor's law: Application to Japanese subnational mortality rates 0 0 0 0 1 2 2 4
The BUGS book: a practical introduction to Bayesian analysis 0 0 1 189 1 1 3 392
Uncovering predictability in the evolution of the WTI oil futures curve 0 0 0 6 1 3 4 22
Visualizing rate of change: an application to age‐specific fertility rates 0 0 0 7 1 4 5 53
Total Journal Articles 5 13 48 767 152 322 564 3,613

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 1 1 1 1
Total Chapters 0 0 0 0 1 1 1 1

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Statistics updated 2026-01-09