Search Results - subject:"Functional principal component"

Aircraft atypical approach detection using functional principal component analysis

Jarry, Gabriel; Delahaye, Daniel; Nicol, Florence; … - In: Journal of air transport management 84 (2020), pp. 1-10

Persistent link: https://www.econbiz.de/10012253126

A functional time series analysis of forward curves derived from commodity futures

Horváth, Lajos; Liu, Zhenya; Rice, Gregory; Wang, Shixuan - In: International journal of forecasting 36 (2020) 2, pp. 646-665

Persistent link: https://www.econbiz.de/10012415316

A comparison of hurst exponent estimators in long-range dependent curve time series

Shang, Han Lin - In: Journal of time series econometrics 12 (2020) 1, pp. 1-39

Persistent link: https://www.econbiz.de/10012258318

Stochastic population analysis: A functional data approach

Fang, Lei; Härdle, Wolfgang Karl - 2015

demographic data sets: China, Japan and Taiwan. It combines ideas of functional principal component analysis (fPCA), nonparametric …

Persistent link: https://www.econbiz.de/10010491435

Stochastic Population Analysis: A Functional Data Approach

Fang, Lei; Härdle, Wolfgang K. - Sonderforschungsbereich 649: Ökonomisches Risiko, … - 2015

demographic data sets: China, Japan and Taiwan. It combines ideas of functional principal component analysis (fPCA), nonparametric …

Persistent link: https://www.econbiz.de/10011166887

Stochastic population analysis : a functional data approach

Fang, Lei; Härdle, Wolfgang - 2015

demographic data sets: China, Japan and Taiwan. It combines ideas of functional principal component analysis (fPCA), nonparametric …

Persistent link: https://www.econbiz.de/10010477583

Forecasting regional long-run energy demand : a functional coefficient panel approach

Chang, Yoosoon; Choi, Yongok; Kim, Chang Sik; Miller, … - 2019 - This version: November 25, 2019

Persistent link: https://www.econbiz.de/10012211774

Intraday forecasts of a volatility index : functional time series methods with dynamic updating

Shang, Han Lin; Yang, Yang; Kearney, Fearghal - In: Application of operations research to financial markets, (pp. 331-354). 2019

Persistent link: https://www.econbiz.de/10012160005

K-centres functional clustering : a person-centered approach to modeling complex nonlinear growth trajectories

Hofmans, Joeri; Vantilborgh, Tim; Solinger, Omar N. - In: Organizational research methods : ORM 21 (2018) 4, pp. 905-930

Persistent link: https://www.econbiz.de/10011933950

Point and interval forecasts of age-specific fertility rates: a comparison of functional principal component methods

Shang, Han Lin - Department of Econometrics and Business Statistics, … - 2012

Accurate forecasts of age-specific fertility rates are critical for government policy, planning and decision making. With the availability of Human Fertility Database (2011), we compare the empirical accuracy of the point and interval forecasts, obtained by the approach of Hyndman and Ullah...

Persistent link: https://www.econbiz.de/10010542337