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  • Search: subject:"Sparse longitudinal data"
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Year of publication
Subject
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Forecasting 2 LASSO 2 Maximum-margin matrix factorisation 2 Mortality rates 2 PCA 2 Ridge regression 2 Smoothing 2 Sparse longitudinal data 2 Tikhonov regularisation 2 Decomposition method 1 Dekompositionsverfahren 1 Estimation theory 1 Forecasting model 1 Mortality 1 Prognoseverfahren 1 Regression analysis 1 Regressionsanalyse 1 Schätztheorie 1 Sterblichkeit 1 Time series analysis 1 Zeitreihenanalyse 1
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Online availability
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Free 2
Type of publication
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Book / Working Paper 2
Type of publication (narrower categories)
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Arbeitspapier 1 Graue Literatur 1 Non-commercial literature 1 Working Paper 1
Language
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English 1 Undetermined 1
Author
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Dokumentov, Alexander 2 Hyndman, Rob J 1 Hyndman, Rob J. 1
Institution
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Department of Econometrics and Business Statistics, Monash Business School 1
Published in...
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Monash Econometrics and Business Statistics Working Papers 1 Working paper / Department of Econometrics and Business Statistics, Monash University 1
Source
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ECONIS (ZBW) 1 RePEc 1
Showing 1 - 2 of 2
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Low-dimensional decomposition, smoothing and forecasting of sparse functional data
Dokumentov, Alexander; Hyndman, Rob J - Department of Econometrics and Business Statistics, … - 2014
practical method of forecasting mortality rates, as well as a new method for interpolating and extrapolating sparse longitudinal … data. We also show how to calculate prediction intervals for the resulting estimates. …
Persistent link: https://www.econbiz.de/10010958945
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Cover Image
Low-dimensional decomposition, smoothing and forecasting of sparse functional data
Dokumentov, Alexander; Hyndman, Rob J. - 2014
Persistent link: https://www.econbiz.de/10011780801
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