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 1 1 2 139 3 11 19 345
A sampling algorithm for bandwidth estimation in a nonparametric regression model with a flexible error density 0 0 0 22 1 5 8 86
A survey of functional principal component analysis 0 0 0 135 0 3 9 311
Bayesian bandwidth selection for a nonparametric regession model with mixed types of regressors 0 0 0 40 1 4 5 138
Bayesian estimation of bandwidths for a nonparametric regression model with a flexible error density 0 0 0 30 1 1 4 90
Detection and Estimation of Structural Breaks in High-Dimensional Functional Time Series 0 0 1 29 1 1 6 18
Dynamic functional time-series forecasts of foreign exchange implied volatility surfaces 0 0 0 27 3 15 21 47
Forecasting the Old-Age Dependency Ratio to Determine a Sustainable Pension Age 0 6 7 34 4 17 22 298
Forecasting: theory and practice 0 2 5 94 2 20 49 151
Grouped functional time series forecasting: An application to age-specific mortality rates 0 0 1 72 0 5 7 124
Implied volatility surface predictability: the case of commodity markets 0 0 0 9 1 4 7 31
Nonparametric modeling and forecasting electricity demand: an empirical study 0 0 0 88 0 3 5 145
Nonparametric time series forecasting with dynamic updating 0 0 0 160 0 5 7 397
Point and interval forecasts of age-specific fertility rates: a comparison of functional principal component methods 0 0 0 33 2 6 7 113
Rainbow plots, Bagplots and Boxplots for Functional Data 0 0 3 87 1 5 12 371
Total Working Papers 1 9 19 999 20 105 188 2,665

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 6 9 28
A Comparison of Hurst Exponent Estimators in Long-range Dependent Curve Time Series 0 1 1 9 1 6 11 49
A Plug-in Bandwidth Selection Procedure for Long-Run Covariance Estimation with Stationary Functional Time Series 0 2 2 8 0 13 22 53
A compositional approach to modeling cause-specific mortality with zero counts 0 0 0 0 1 1 1 1
A model sufficiency test using permutation entropy 0 0 0 0 2 5 7 8
A multilevel functional data method for forecasting population, with an application to the United Kingdom 0 0 0 13 2 8 18 69
A partial least squares approach for function-on-function interaction regression 0 0 0 2 1 5 7 23
A robust scalar-on-function logistic regression for classification 0 0 0 0 1 2 2 5
A sampling algorithm for bandwidth estimation in a nonparametric regression model with a flexible error density 0 0 0 6 1 7 11 49
A survey of functional principal component analysis 0 0 0 29 1 5 8 170
Air Pollution and Mortality Impacts 0 0 1 6 0 4 6 23
An IID Test for Functional Time Series with Applications to High-Frequency VIX Index Data 0 0 0 1 0 4 5 14
Assessing the Impact of Climate Risk Stresses on Life Insurance Portfolios 0 0 9 22 1 5 23 40
Bayesian Bandwidth Selection for a Nonparametric Regression Model with Mixed Types of Regressors 0 0 0 11 2 11 11 78
Bayesian Nonparametrics 0 0 0 12 0 2 3 40
Bayesian bandwidth estimation and semi-metric selection for a functional partial linear model with unknown error density 0 0 0 2 1 4 5 19
Bayesian bandwidth estimation for a functional nonparametric regression model with mixed types of regressors and unknown error density 0 1 1 3 1 6 10 28
Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density 0 0 1 12 3 5 9 71
Bayesian bandwidth estimation for a semi-functional partial linear regression model with unknown error density 0 0 0 0 1 2 4 47
Bayesian bandwidth estimation for local linear fitting in nonparametric regression models 0 0 1 5 2 3 7 27
Bootstrap Prediction Bands for Functional Time Series 0 0 1 7 2 5 8 19
Bootstrap prediction intervals for the age distribution of life-table death counts 0 0 0 0 2 4 5 5
Bootstrapping Long-Run Covariance of Stationary Functional Time Series 0 0 0 0 0 2 4 6
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 0 7 9 35
Depth-based reconstruction method for incomplete functional data 0 0 0 0 1 5 8 12
Dynamic functional time-series forecasts of foreign exchange implied volatility surfaces 0 1 3 4 1 10 17 27
Dynamic linear models with R 0 0 1 19 1 1 2 78
Dynamic principal component regression for forecasting functional time series in a group structure 0 0 0 0 1 3 3 6
Enhancing spatial functional linear regression with robust dimension reduction methods 0 0 0 0 1 3 3 3
FORECASTING MULTIPLE FUNCTIONAL TIME SERIES IN A GROUP STRUCTURE: AN APPLICATION TO MORTALITY 0 0 0 1 0 3 5 14
Feature extraction for functional time series: Theory and application to NIR spectroscopy data 0 0 0 3 0 5 10 23
Forecasting Age- and Sex-Specific Survival Functions: Application to Annuity Pricing 0 0 0 1 1 2 6 8
Forecasting Australian fertility by age, region, and birthplace 0 0 1 3 1 6 9 13
Forecasting Australian subnational age-specific mortality rates 0 0 0 4 1 1 4 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 1 3 18
Forecasting age distribution of deaths: Cumulative distribution function transformation 0 0 0 0 0 11 12 12
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 0 5 7 44
Forecasting intraday financial time series with sieve bootstrapping and dynamic updating 1 1 1 1 2 10 17 22
Forecasting of density functions with an application to cross-sectional and intraday returns 0 1 1 3 0 6 9 24
Forecasting: theory and practice 1 4 10 59 27 76 149 442
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 1 1 2 39 4 5 9 109
Functional time series forecasting with dynamic updating: An application to intraday particulate matter concentration 0 0 1 10 1 1 2 68
Granger causality of bivariate stationary curve time series 0 0 0 1 2 5 6 13
Graphics for statistics and data analysis with R 0 0 0 7 5 9 10 49
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 1 2 4 86
Implied volatility surface predictability: The case of commodity markets 0 0 0 6 0 5 17 67
Intraday forecasts of a volatility index: functional time series methods with dynamic updating 0 0 0 6 3 10 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 1 15 20 23
Local Whittle estimation of long‐range dependence for functional time series 0 1 2 11 0 6 10 29
Long-Range Dependent Curve Time Series 0 0 0 4 0 3 5 16
Machine-Learning-Based Functional Time Series Forecasting: Application to Age-Specific Mortality Rates 0 0 1 7 2 4 7 18
Making distributionally robust portfolios feasible in high dimension 0 0 0 0 2 10 10 10
Methods for Scalar-on-Function Regression 0 1 1 11 1 5 10 48
Mortality models ensemble via Shapley value 0 0 0 0 0 3 3 3
Multi-population modelling and forecasting life-table death counts 0 1 1 1 0 4 8 18
Multivariate Functional Time Series Forecasting: Application to Age-Specific Mortality Rates 0 0 1 22 0 5 10 134
Neural network prediction of crude oil futures using B-splines 0 0 0 9 0 2 5 43
Non-Parametric Econometrics 0 0 0 6 0 6 7 38
Nonparametric time series forecasting with dynamic updating 0 0 0 3 1 4 12 67
Nonstationary Functional Time Series Forecasting 0 0 0 0 1 9 13 13
On function-on-function linear quantile regression 0 0 1 1 0 2 5 5
On projection methods for functional time series forecasting 0 0 0 2 1 4 4 12
Optimal combination forecasts for hierarchical time series 0 1 3 87 3 14 36 404
Penalized function-on-function linear quantile regression 0 0 0 0 1 7 15 15
Point and interval forecasts of age-specific life expectancies 0 1 1 6 2 7 7 74
Point and interval forecasts of mortality rates and life expectancy: A comparison of ten principal component methods 0 0 0 20 0 12 16 152
Reconciling Forecasts of Infant Mortality Rates at National and Sub-National Levels: Grouped Time-Series Methods 0 0 0 4 0 5 9 51
Retiree Mortality Forecasting: A Partial Age-Range or a Full Age-Range Model? 0 0 0 1 1 2 10 28
Robust bootstrap prediction intervals for univariate and multivariate autoregressive time series models 0 0 0 1 3 4 4 7
Robust functional logistic regression 0 1 2 2 3 12 17 17
Robust scalar-on-function partial quantile regression 0 0 0 0 3 6 7 7
Semiparametric Regression Using Variational Approximations 0 0 0 3 0 3 3 16
Sieve bootstrapping the memory parameter in long-range dependent stationary functional time series 0 0 0 1 2 7 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 1 5 5 26
Stock Return Prediction Based on a Functional Capital Asset Pricing Model 1 1 1 1 8 18 23 23
Stopping time detection of wood panel compression: A functional time‐series approach 0 0 0 4 0 2 7 13
Temporal and spatial Taylor's law: Application to Japanese subnational mortality rates 0 0 0 0 0 2 3 5
The BUGS book: a practical introduction to Bayesian analysis 0 0 1 189 1 4 6 395
Uncovering predictability in the evolution of the WTI oil futures curve 0 0 0 6 1 5 8 26
Visualizing rate of change: an application to age‐specific fertility rates 0 0 0 7 0 4 8 56
Total Journal Articles 4 19 54 781 116 520 871 3,981

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

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