Grouped Functional Time Series Forecasting: An Application to Age-Specific Mortality Rates

A Bayesian Multivariate Functional Dynamic Linear Model

(2017) Daniel R. Kowal et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Mortality and life expectancy forecasting for a group of populations in developed countries: A multilevel functional data method

(2016) Han Lin Shang   Annals of Applied Statistics

Fast computation of reconciled forecasts for hierarchical and grouped time series

(2016) Rob J. Hyndman et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Multivariate functional linear regression and prediction

(2016) Jeng-Min Chiou et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Functional Data Analysis

(2016) Jane-Ling Wang et al.   Annual Review of Statistics and Its Application

On the Prediction of Stationary Functional Time Series

(2015) Alexander Aue et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Automatic Time Series Forecasting: TheforecastPackage forR

(2015) Rob J. Hyndman et al.   Journal of Statistical Software

Probabilistic Forecasting

(2014) Tilmann Gneiting et al.   Annual Review of Statistics and Its Application

Modeling and forecasting electricity spot prices: A functional data perspective

(2013) Dominik Liebl   Annals of Applied Statistics

A survey of functional principal component analysis

(2013) Han Lin Shang   AStA-Advances in Statistical Analysis

Testing stationarity of functional time series

(2013) Lajos Horváth et al.   JOURNAL OF ECONOMETRICS

Dynamical functional prediction and classification, with application to traffic flow prediction

(2012) Jeng-Min Chiou   Annals of Applied Statistics

Robust functional principal components: A projection-pursuit approach

(2012) Juan Lucas Bali et al.   ANNALS OF STATISTICS

All-Cause and Cause-Specific Mortality among US Youth: Socioeconomic and Rural–Urban Disparities and International Patterns

(2012) Gopal K. Singh et al.   JOURNAL OF URBAN HEALTH-BULLETIN OF THE NEW YORK ACADEMY OF MEDICINE

Functional prediction of intraday cumulative returns

(2012) Piotr Kokoszka et al.   STATISTICAL MODELLING

The mortality of the Italian population: Smoothing techniques on the Lee–Carter model

(2011) Valeria D’Amato et al.   Annals of Applied Statistics

Optimal combination forecasts for hierarchical time series

(2011) Rob J. Hyndman et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Making and Evaluating Point Forecasts

(2011) Tilmann Gneiting   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Weakly dependent functional data

(2010) Siegfried Hörmann et al.   ANNALS OF STATISTICS

Rainbow Plots, Bagplots, and Boxplots for Functional Data

(2010) Rob J. Hyndman et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Nonparametric time series forecasting with dynamic updating

(2010) Han Lin Shang et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

Modeling Hazard Rates as Functional Data for the Analysis of Cohort Lifetables and Mortality Forecasting

(2009) Jeng-Min Chiou et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Forecasting functional time series

(2009) Rob J. Hyndman et al.   Journal of the Korean Statistical Society

On Modeling and Forecasting Time Series of Smooth Curves

(2009) Haipeng Shen   TECHNOMETRICS

Principal components analysis of nonstationary time series data

(2008) Joseph Ryan G. Lansangan et al.   STATISTICS AND COMPUTING

Nonparametric time series prediction: A semi-functional partial linear modeling

(2007) Germán Aneiros-Pérez et al.   JOURNAL OF MULTIVARIATE ANALYSIS