Access Statistics for Han Lin Shang

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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 1 2 139 2 10 21 347
A sampling algorithm for bandwidth estimation in a nonparametric regression model with a flexible error density 0 0 0 22 0 5 8 86
A survey of functional principal component analysis 0 0 0 135 1 1 10 312
Bayesian bandwidth selection for a nonparametric regession model with mixed types of regressors 0 0 0 40 1 5 6 139
Bayesian estimation of bandwidths for a nonparametric regression model with a flexible error density 0 0 0 30 0 1 4 90
Detection and Estimation of Structural Breaks in High-Dimensional Functional Time Series 0 0 1 29 1 2 7 19
Dynamic functional time-series forecasts of foreign exchange implied volatility surfaces 0 0 0 27 0 10 20 47
Forecasting the Old-Age Dependency Ratio to Determine a Sustainable Pension Age 0 6 7 34 2 19 24 300
Forecasting: theory and practice 0 1 4 94 0 13 45 151
Grouped functional time series forecasting: An application to age-specific mortality rates 0 0 1 72 0 2 7 124
Implied volatility surface predictability: the case of commodity markets 0 0 0 9 0 4 7 31
Nonparametric modeling and forecasting electricity demand: an empirical study 0 0 0 88 1 3 6 146
Nonparametric time series forecasting with dynamic updating 1 1 1 161 1 4 8 398
Point and interval forecasts of age-specific fertility rates: a comparison of functional principal component methods 0 0 0 33 0 5 7 113
Rainbow plots, Bagplots and Boxplots for Functional Data 0 0 3 87 2 7 13 373
Total Working Papers 1 9 19 1,000 11 91 193 2,676

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 2 8 11 30
A Comparison of Hurst Exponent Estimators in Long-range Dependent Curve Time Series 0 1 1 9 1 4 12 50
A Plug-in Bandwidth Selection Procedure for Long-Run Covariance Estimation with Stationary Functional Time Series 0 2 2 8 0 7 22 53
A compositional approach to modeling cause-specific mortality with zero counts 0 0 0 0 1 2 2 2
A model sufficiency test using permutation entropy 0 0 0 0 0 2 7 8
A multilevel functional data method for forecasting population, with an application to the United Kingdom 0 0 0 13 2 8 20 71
A partial least squares approach for function-on-function interaction regression 0 0 0 2 1 4 8 24
A robust scalar-on-function logistic regression for classification 0 0 0 0 0 1 2 5
A sampling algorithm for bandwidth estimation in a nonparametric regression model with a flexible error density 0 0 0 6 1 7 12 50
A survey of functional principal component analysis 0 0 0 29 2 7 10 172
Air Pollution and Mortality Impacts 0 0 1 6 0 1 6 23
An IID Test for Functional Time Series with Applications to High-Frequency VIX Index Data 0 0 0 1 1 4 6 15
Assessing the Impact of Climate Risk Stresses on Life Insurance Portfolios 0 0 7 22 0 4 21 40
Bayesian Bandwidth Selection for a Nonparametric Regression Model with Mixed Types of Regressors 0 0 0 11 0 6 11 78
Bayesian Nonparametrics 0 0 0 12 2 4 5 42
Bayesian bandwidth estimation and semi-metric selection for a functional partial linear model with unknown error density 0 0 0 2 0 3 5 19
Bayesian bandwidth estimation for a functional nonparametric regression model with mixed types of regressors and unknown error density 0 1 1 3 4 7 14 32
Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density 0 0 1 12 0 5 9 71
Bayesian bandwidth estimation for a semi-functional partial linear regression model with unknown error density 0 0 0 0 1 3 5 48
Bayesian bandwidth estimation for local linear fitting in nonparametric regression models 0 0 1 5 0 2 6 27
Bootstrap Prediction Bands for Functional Time Series 0 0 1 7 1 4 9 20
Bootstrap prediction intervals for the age distribution of life-table death counts 0 0 0 0 0 4 5 5
Bootstrapping Long-Run Covariance of Stationary Functional Time Series 0 0 0 0 1 1 5 7
Change point detection for COVID-19 excess deaths in Belgium 0 0 0 1 0 4 5 6
DYNAMIC PRINCIPAL COMPONENT REGRESSION: APPLICATION TO AGE-SPECIFIC MORTALITY FORECASTING 0 0 0 5 1 7 10 36
Depth-based reconstruction method for incomplete functional data 0 0 0 0 0 5 8 12
Dynamic functional time-series forecasts of foreign exchange implied volatility surfaces 0 1 3 4 1 11 18 28
Dynamic linear models with R 0 0 1 19 0 1 2 78
Dynamic principal component regression for forecasting functional time series in a group structure 0 0 0 0 1 4 4 7
Enhancing spatial functional linear regression with robust dimension reduction methods 0 0 0 0 1 4 4 4
FORECASTING MULTIPLE FUNCTIONAL TIME SERIES IN A GROUP STRUCTURE: AN APPLICATION TO MORTALITY 0 0 0 1 0 2 5 14
Feature extraction for functional time series: Theory and application to NIR spectroscopy data 0 0 0 3 1 5 11 24
Forecasting Age- and Sex-Specific Survival Functions: Application to Annuity Pricing 0 0 0 1 0 2 6 8
Forecasting Australian fertility by age, region, and birthplace 0 0 1 3 1 5 10 14
Forecasting Australian subnational age-specific mortality rates 0 0 0 4 0 1 3 17
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 0 3 18
Forecasting age distribution of deaths: Cumulative distribution function transformation 0 0 0 0 3 11 15 15
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 1 1 1 15 2 5 9 46
Forecasting intraday financial time series with sieve bootstrapping and dynamic updating 0 1 1 1 2 7 19 24
Forecasting of density functions with an application to cross-sectional and intraday returns 0 1 1 3 1 7 10 25
Forecasting: theory and practice 2 5 12 61 25 75 167 467
Function-on-Function Partial Quantile Regression 0 0 0 0 0 2 8 23
Functional time series approach for forecasting very short-term electricity demand 0 1 2 39 1 6 9 110
Functional time series forecasting with dynamic updating: An application to intraday particulate matter concentration 0 0 1 10 1 2 3 69
Granger causality of bivariate stationary curve time series 0 0 0 1 1 3 7 14
Graphics for statistics and data analysis with R 0 0 0 7 1 9 11 50
Grouped multivariate and functional time series forecasting:An application to annuity pricing 0 0 0 4 0 6 7 46
High-dimensional functional time series forecasting: An application to age-specific mortality rates 0 0 0 17 0 1 4 86
Implied volatility surface predictability: The case of commodity markets 0 0 0 6 2 6 18 69
Intraday forecasts of a volatility index: functional time series methods with dynamic updating 0 0 0 6 0 8 13 41
Is the age pension in Australia sustainable and fair? Evidence from forecasting the old-age dependency ratio using the Hamilton-Perry model 0 0 2 3 3 7 23 26
Local Whittle estimation of long‐range dependence for functional time series 0 1 2 11 0 5 10 29
Long-Range Dependent Curve Time Series 0 0 0 4 0 1 5 16
Machine-Learning-Based Functional Time Series Forecasting: Application to Age-Specific Mortality Rates 0 0 1 7 1 5 8 19
Making distributionally robust portfolios feasible in high dimension 1 1 1 1 7 14 17 17
Methods for Scalar-on-Function Regression 0 0 1 11 2 4 12 50
Mortality models ensemble via Shapley value 0 0 0 0 0 3 3 3
Multi-population modelling and forecasting life-table death counts 0 0 1 1 0 2 7 18
Multivariate Functional Time Series Forecasting: Application to Age-Specific Mortality Rates 0 0 1 22 4 9 13 138
Neural network prediction of crude oil futures using B-splines 0 0 0 9 1 1 5 44
Non-Parametric Econometrics 0 0 0 6 0 6 6 38
Nonparametric time series forecasting with dynamic updating 0 0 0 3 1 2 13 68
Nonstationary Functional Time Series Forecasting 0 0 0 0 2 9 15 15
On function-on-function linear quantile regression 0 0 1 1 0 0 5 5
On projection methods for functional time series forecasting 0 0 0 2 0 3 4 12
Optimal combination forecasts for hierarchical time series 0 1 3 87 5 15 41 409
Penalized function-on-function linear quantile regression 0 0 0 0 1 5 15 16
Point and interval forecasts of age-specific life expectancies 0 0 1 6 2 7 9 76
Point and interval forecasts of mortality rates and life expectancy: A comparison of ten principal component methods 0 0 0 20 0 9 16 152
Reconciling Forecasts of Infant Mortality Rates at National and Sub-National Levels: Grouped Time-Series Methods 0 0 0 4 1 3 9 52
Retiree Mortality Forecasting: A Partial Age-Range or a Full Age-Range Model? 0 0 0 1 0 1 10 28
Robust bootstrap prediction intervals for univariate and multivariate autoregressive time series models 0 0 0 1 0 4 4 7
Robust functional logistic regression 0 0 2 2 1 11 18 18
Robust scalar-on-function partial quantile regression 0 0 0 0 1 7 8 8
Semiparametric Regression Using Variational Approximations 0 0 0 3 0 2 3 16
Sieve bootstrapping the memory parameter in long-range dependent stationary functional time series 0 0 0 1 0 6 8 11
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 5 26
Stock Return Prediction Based on a Functional Capital Asset Pricing Model 0 1 1 1 6 19 29 29
Stopping time detection of wood panel compression: A functional time‐series approach 0 0 0 4 1 1 8 14
Temporal and spatial Taylor's law: Application to Japanese subnational mortality rates 0 0 0 0 2 3 5 7
The BUGS book: a practical introduction to Bayesian analysis 0 0 1 189 0 3 6 395
Uncovering predictability in the evolution of the WTI oil futures curve 0 0 0 6 0 4 7 26
Visualizing rate of change: an application to age‐specific fertility rates 0 0 0 7 0 3 7 56
Total Journal Articles 4 18 56 785 106 474 956 4,087

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 10 11 11
Total Chapters 0 0 0 0 0 10 11 11

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Statistics updated 2026-04-09