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 0 2 139 1 4 23 349
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 0 1 9 312
Bayesian bandwidth selection for a nonparametric regession model with mixed types of regressors 0 0 0 40 0 3 8 141
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 2 8 20
Dynamic functional time-series forecasts of foreign exchange implied volatility surfaces 0 0 0 27 0 0 19 47
Forecasting the Old-Age Dependency Ratio to Determine a Sustainable Pension Age 0 0 7 34 1 8 29 306
Forecasting: theory and practice 0 1 5 95 3 6 47 157
Grouped functional time series forecasting: An application to age-specific mortality rates 0 0 1 72 0 2 8 126
Implied volatility surface predictability: the case of commodity markets 0 0 0 9 2 3 10 34
Nonparametric modeling and forecasting electricity demand: an empirical study 0 0 0 88 0 1 5 146
Nonparametric time series forecasting with dynamic updating 0 1 1 161 0 2 9 399
Point and interval forecasts of age-specific fertility rates: a comparison of functional principal component methods 0 0 0 33 1 1 8 114
Rainbow plots, Bagplots and Boxplots for Functional Data 1 1 3 88 2 7 17 378
Total Working Papers 1 3 20 1,002 10 43 214 2,708

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 3 12 31
A Comparison of Hurst Exponent Estimators in Long-range Dependent Curve Time Series 0 0 1 9 2 7 17 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 1 3 4 4
A model sufficiency test using permutation entropy 0 0 0 0 1 5 10 13
A multilevel functional data method for forecasting population, with an application to the United Kingdom 0 0 0 13 0 4 22 73
A partial least squares approach for function-on-function interaction regression 0 0 0 2 1 4 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 0 2 13 51
A survey of functional principal component analysis 0 0 0 29 3 9 16 179
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 2 6 16
Assessing the Impact of Climate Risk Stresses on Life Insurance Portfolios 0 2 8 24 1 3 20 43
Bayesian Bandwidth Selection for a Nonparametric Regression Model with Mixed Types of Regressors 0 0 0 11 2 3 14 81
Bayesian Nonparametrics 0 0 0 12 0 3 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 10 20 38
Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density 0 0 1 12 2 4 12 75
Bayesian bandwidth estimation for a semi-functional partial linear regression model with unknown error density 0 0 0 0 1 2 5 49
Bayesian bandwidth estimation for local linear fitting in nonparametric regression models 0 0 1 5 1 3 9 30
Bootstrap Prediction Bands for Functional Time Series 0 0 0 7 1 2 9 21
Bootstrap prediction intervals for the age distribution of life-table death counts 0 0 0 0 1 1 6 6
Bootstrapping Long-Run Covariance of Stationary Functional Time Series 0 0 0 0 2 3 7 9
Change point detection for COVID-19 excess deaths in Belgium 0 0 0 1 0 0 5 6
DYNAMIC PRINCIPAL COMPONENT REGRESSION: APPLICATION TO AGE-SPECIFIC MORTALITY FORECASTING 0 0 0 5 0 4 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 3 4 3 5 22 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 2 5 8
Enhancing spatial functional linear regression with robust dimension reduction methods 0 0 0 0 2 4 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 1 5 15 28
Forecasting Age- and Sex-Specific Survival Functions: Application to Annuity Pricing 0 0 0 1 1 2 8 10
Forecasting Australian fertility by age, region, and birthplace 0 0 1 3 0 1 9 14
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 0 0 0 0 0 8 20 20
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 0 1 1 15 0 5 11 49
Forecasting intraday financial time series with sieve bootstrapping and dynamic updating 0 0 1 1 1 3 20 25
Forecasting of density functions with an application to cross-sectional and intraday returns 0 0 1 3 0 4 12 28
Forecasting: theory and practice 0 2 10 61 5 61 180 503
Function-on-Function Partial Quantile Regression 0 0 0 0 1 5 13 28
Functional time series approach for forecasting very short-term electricity demand 0 0 2 39 0 2 10 111
Functional time series forecasting with dynamic updating: An application to intraday particulate matter concentration 0 1 2 11 1 6 8 74
Granger causality of bivariate stationary curve time series 0 0 0 1 1 6 12 19
Graphics for statistics and data analysis with R 0 0 0 7 0 5 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 2 5 9 91
Implied volatility surface predictability: The case of commodity markets 0 0 0 6 12 17 29 84
Intraday forecasts of a volatility index: functional time series methods with dynamic updating 0 0 0 6 1 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 3 9 28 32
Local Whittle estimation of long‐range dependence for functional time series 0 0 1 11 1 1 10 30
Long-Range Dependent Curve Time Series 0 0 0 4 0 0 5 16
Machine-Learning-Based Functional Time Series Forecasting: Application to Age-Specific Mortality Rates 0 0 1 7 0 2 9 20
Making distributionally robust portfolios feasible in high dimension 0 1 1 1 8 17 27 27
Methods for Scalar-on-Function Regression 0 0 1 11 0 5 15 53
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 0 2 9 20
Multivariate Functional Time Series Forecasting: Application to Age-Specific Mortality Rates 1 1 2 23 3 8 17 142
Neural network prediction of crude oil futures using B-splines 0 0 0 9 1 4 8 47
Non-Parametric Econometrics 1 1 1 7 1 2 8 40
Nonparametric time series forecasting with dynamic updating 0 0 0 3 0 2 14 69
Nonstationary Functional Time Series Forecasting 0 0 0 0 0 5 18 18
On function-on-function linear quantile regression 0 0 1 1 0 3 6 8
On projection methods for functional time series forecasting 0 0 0 2 1 1 5 13
Optimal combination forecasts for hierarchical time series 0 0 1 87 6 18 52 422
Penalized function-on-function linear quantile regression 0 0 0 0 2 6 19 21
Point and interval forecasts of age-specific life expectancies 0 0 1 6 0 5 12 79
Point and interval forecasts of mortality rates and life expectancy: A comparison of ten principal component methods 0 0 0 20 2 4 20 156
Reconciling Forecasts of Infant Mortality Rates at National and Sub-National Levels: Grouped Time-Series Methods 0 0 0 4 0 6 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 1 3 20 20
Robust scalar-on-function partial quantile regression 0 0 0 0 0 2 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 8 31 31
Stopping time detection of wood panel compression: A functional time‐series approach 0 0 0 4 0 2 8 15
Temporal and spatial Taylor's law: Application to Japanese subnational mortality rates 0 0 0 0 0 3 6 8
The BUGS book: a practical introduction to Bayesian analysis 0 0 1 189 1 4 10 399
Uncovering predictability in the evolution of the WTI oil futures curve 0 0 0 6 0 0 7 26
Visualizing rate of change: an application to age‐specific fertility rates 0 0 0 7 0 2 9 58
Total Journal Articles 2 11 53 792 81 385 1,179 4,366

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

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Statistics updated 2026-06-04