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 1 139 0 2 23 351
A sampling algorithm for bandwidth estimation in a nonparametric regression model with a flexible error density 0 0 0 22 0 0 10 88
A survey of functional principal component analysis 1 1 1 136 3 4 8 316
Bayesian bandwidth selection for a nonparametric regession model with mixed types of regressors 0 0 0 40 0 1 9 142
Bayesian estimation of bandwidths for a nonparametric regression model with a flexible error density 0 0 0 30 0 0 4 91
Detection and Estimation of Structural Breaks in High-Dimensional Functional Time Series 0 0 1 29 2 2 10 22
Dynamic functional time-series forecasts of foreign exchange implied volatility surfaces 0 0 0 27 0 1 18 48
Forecasting the Old-Age Dependency Ratio to Determine a Sustainable Pension Age 0 0 7 34 0 1 30 307
Forecasting: theory and practice 0 1 6 96 2 4 48 161
Grouped functional time series forecasting: An application to age-specific mortality rates 0 0 0 72 0 1 8 127
Implied volatility surface predictability: the case of commodity markets 0 0 0 9 0 1 10 35
Nonparametric modeling and forecasting electricity demand: an empirical study 0 0 0 88 0 0 4 146
Nonparametric time series forecasting with dynamic updating 0 0 1 161 2 2 10 401
Point and interval forecasts of age-specific fertility rates: a comparison of functional principal component methods 0 0 0 33 0 1 9 115
Rainbow plots, Bagplots and Boxplots for Functional Data 0 0 2 88 1 1 17 379
Total Working Papers 1 2 19 1,004 10 21 218 2,729

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 0 11 31
A Comparison of Hurst Exponent Estimators in Long-range Dependent Curve Time Series 0 0 1 9 0 0 16 56
A Plug-in Bandwidth Selection Procedure for Long-Run Covariance Estimation with Stationary Functional Time Series 0 0 2 8 0 0 19 55
A compositional approach to modeling cause-specific mortality with zero counts 0 0 0 0 0 0 4 4
A model sufficiency test using permutation entropy 0 0 0 0 0 0 10 13
A multilevel functional data method for forecasting population, with an application to the United Kingdom 0 0 0 13 0 2 23 75
A partial least squares approach for function-on-function interaction regression 0 0 0 2 1 1 12 28
A robust scalar-on-function logistic regression for classification 0 0 0 0 1 2 5 8
A sampling algorithm for bandwidth estimation in a nonparametric regression model with a flexible error density 0 0 0 6 0 2 12 53
A survey of functional principal component analysis 1 1 1 30 4 5 21 184
Age-specific Demographic Modeling and Forecasting: Rolling Window, Expanding Window, or Both? 0 0 0 0 1 1 1 1
Air Pollution and Mortality Impacts 0 0 0 6 0 1 7 26
An IID Test for Functional Time Series with Applications to High-Frequency VIX Index Data 0 0 0 1 1 2 8 18
Assessing the Impact of Climate Risk Stresses on Life Insurance Portfolios 0 0 2 24 0 2 12 45
Bayesian Bandwidth Selection for a Nonparametric Regression Model with Mixed Types of Regressors 0 0 0 11 0 1 15 82
Bayesian Nonparametrics 0 0 0 12 1 1 7 44
Bayesian bandwidth estimation and semi-metric selection for a functional partial linear model with unknown error density 0 0 0 2 1 1 6 20
Bayesian bandwidth estimation for a functional nonparametric regression model with mixed types of regressors and unknown error density 0 0 1 3 0 1 20 39
Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density 0 0 1 12 0 1 12 76
Bayesian bandwidth estimation for a semi-functional partial linear regression model with unknown error density 0 0 0 0 0 0 5 49
Bayesian bandwidth estimation for local linear fitting in nonparametric regression models 0 0 1 5 0 0 7 30
Bootstrap Prediction Bands for Functional Time Series 0 0 0 7 1 1 10 22
Bootstrap prediction intervals for the age distribution of life-table death counts 0 0 0 0 0 0 6 6
Bootstrapping Long-Run Covariance of Stationary Functional Time Series 0 0 0 0 0 2 9 11
Change point detection for COVID-19 excess deaths in Belgium 0 0 0 1 0 1 5 7
Conformal prediction for functional time series: application to age-specific mortality rates 0 0 0 0 1 1 1 1
Constructing prediction intervals for the age distribution of deaths 0 0 0 0 0 0 0 0
DYNAMIC PRINCIPAL COMPONENT REGRESSION: APPLICATION TO AGE-SPECIFIC MORTALITY FORECASTING 0 0 0 5 1 1 13 40
Depth-based reconstruction method for incomplete functional data 0 0 0 0 0 0 10 14
Dynamic functional time-series forecasts of foreign exchange implied volatility surfaces 0 0 2 4 0 2 21 34
Dynamic linear models with R 0 0 0 19 1 3 7 84
Dynamic principal component regression for forecasting functional time series in a group structure 0 0 0 0 0 0 5 8
Enhancing spatial functional linear regression with robust dimension reduction methods 1 1 1 1 2 2 9 9
FORECASTING MULTIPLE FUNCTIONAL TIME SERIES IN A GROUP STRUCTURE: AN APPLICATION TO MORTALITY 0 0 0 1 1 1 8 17
Feature extraction for functional time series: Theory and application to NIR spectroscopy data 0 0 0 3 0 1 16 29
Forecast mortality rates with copula-based approaches: Novel evidence from integrated reconciliation 0 0 0 0 2 2 2 2
Forecasting Age- and Sex-Specific Survival Functions: Application to Annuity Pricing 0 0 0 1 0 2 8 12
Forecasting Australian fertility by age, region, and birthplace 0 0 1 3 0 1 10 15
Forecasting Australian subnational age-specific mortality rates 0 0 0 4 2 3 8 23
Forecasting a time series of Lorenz curves: one-way functional analysis of variance 0 0 0 0 1 1 1 1
Forecasting age distribution of death counts: an application to annuity pricing 0 0 0 4 2 2 7 22
Forecasting age distribution of deaths: Cumulative distribution function transformation 0 1 1 1 1 2 22 22
Forecasting age distribution of life-table death counts via α-transformation 0 0 0 0 0 0 1 1
Forecasting intraday S&P 500 index returns: A functional time series approach 0 1 2 16 0 2 13 51
Forecasting intraday financial time series with sieve bootstrapping and dynamic updating 0 0 1 1 0 0 17 25
Forecasting of density functions with an application to cross-sectional and intraday returns 0 0 1 3 0 1 13 29
Forecasting: theory and practice 0 4 11 65 4 22 182 525
Function-on-Function Partial Quantile Regression 0 0 0 0 1 2 13 30
Functional time series approach for forecasting very short-term electricity demand 0 1 3 40 1 2 12 113
Functional time series forecasting with dynamic updating: An application to intraday particulate matter concentration 0 0 1 11 0 2 9 76
Granger causality of bivariate stationary curve time series 0 0 0 1 0 0 12 19
Graphics for statistics and data analysis with R 0 0 0 7 0 0 15 54
Grouped multivariate and functional time series forecasting:An application to annuity pricing 0 0 0 4 1 1 9 48
High-dimensional functional time series forecasting: An application to age-specific mortality rates 0 0 1 18 0 1 9 92
Implied volatility surface predictability: The case of commodity markets 0 0 0 6 2 5 31 89
Intraday forecasts of a volatility index: functional time series methods with dynamic updating 0 0 0 6 0 1 23 51
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 0 1 29 33
Local Whittle estimation of long‐range dependence for functional time series 0 0 1 11 1 1 9 31
Long-Range Dependent Curve Time Series 0 0 0 4 1 2 5 18
Machine-Learning-Based Functional Time Series Forecasting: Application to Age-Specific Mortality Rates 0 0 1 7 0 1 10 21
Making distributionally robust portfolios feasible in high dimension 0 1 2 2 2 5 32 32
Methods for Scalar-on-Function Regression 0 0 1 11 0 2 15 55
Mortality models ensemble via Shapley value 0 0 0 0 0 0 4 4
Multi-population modelling and forecasting life-table death counts 0 0 1 1 1 2 11 22
Multivariate Functional Time Series Forecasting: Application to Age-Specific Mortality Rates 0 1 3 24 0 1 18 143
Neural network prediction of crude oil futures using B-splines 0 0 0 9 0 0 7 47
Non-Parametric Econometrics 0 0 1 7 1 1 9 41
Nonparametric time series forecasting with dynamic updating 0 0 0 3 1 2 15 71
Nonstationary Functional Time Series Forecasting 0 0 0 0 0 1 18 19
On function-on-function linear quantile regression 0 0 0 1 0 1 6 9
On projection methods for functional time series forecasting 0 1 1 3 0 1 6 14
Optimal combination forecasts for hierarchical time series 2 4 5 91 6 16 63 438
Penalized function-on-function linear quantile regression 0 0 0 0 0 0 19 21
Point and interval forecasts of age-specific life expectancies 0 0 1 6 0 0 12 79
Point and interval forecasts of mortality rates and life expectancy: A comparison of ten principal component methods 0 0 0 20 0 0 20 156
Reconciling Forecasts of Infant Mortality Rates at National and Sub-National Levels: Grouped Time-Series Methods 0 0 0 4 1 1 14 58
Retiree Mortality Forecasting: A Partial Age-Range or a Full Age-Range Model? 0 0 0 1 0 1 10 30
Robust bootstrap prediction intervals for univariate and multivariate autoregressive time series models 0 0 0 1 1 2 7 10
Robust functional logistic regression 0 0 1 2 1 2 20 22
Robust scalar-on-function partial quantile regression 0 1 1 1 0 1 9 10
Semiparametric Regression Using Variational Approximations 0 0 0 3 0 0 5 18
Sieve bootstrapping the memory parameter in long-range dependent stationary functional time series 0 0 0 1 1 1 11 14
Statistically tested comparisons of the accuracy of forecasting methods for age-specific and sex-specific mortality and life expectancy 0 0 0 6 0 0 8 29
Stock Return Prediction Based on a Functional Capital Asset Pricing Model 0 0 2 2 0 4 35 35
Stopping time detection of wood panel compression: A functional time‐series approach 0 0 0 4 0 0 6 15
Temporal and spatial Taylor's law: Application to Japanese subnational mortality rates 0 0 0 0 0 1 7 9
The BUGS book: a practical introduction to Bayesian analysis 0 0 0 189 0 0 8 399
Uncovering predictability in the evolution of the WTI oil futures curve 0 0 0 6 0 6 13 32
Visualizing rate of change: an application to age‐specific fertility rates 0 0 0 7 0 0 9 58
Total Journal Articles 4 17 56 809 51 146 1,240 4,512

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 0 13 13
Total Chapters 0 0 0 0 0 0 13 13

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