Forecasting time series with BOOT. EXPOS procedure

C Cordeiro, MM Neves - REVSTAT-Statistical Journal, 2009 - revstat.ine.pt
To forecast future values of a time series is one of the main goals in times series analysis.
Many forecasting methods have been developed and its performance evaluated. In order to …

Boot. EXPOS in NNGC competition

C Cordeiro, MM Neves - The 2010 international joint …, 2010 - ieeexplore.ieee.org
In this article the authors expose an automatic procedure that combines a very popular
resampling technique, the Bootstrap methodology, with one of the most widely used …

Forecast intervals with boot. expos

C Cordeiro, MM Neves - New advances in statistical modeling and …, 2014 - Springer
Boot. EXPOS is an automatic computational procedure for forecasting time series developed
in the environment joining two very popular methodologies: the exponential smoothing and …

Predicting and treating missing data with boot. expos

C Cordeiro, MM Neves - … in regression, survival analysis, extreme values …, 2013 - Springer
The Boot. EXPOS procedure is an algorithm that combines the use of exponential smoothing
methods with the bootstrap methodology for obtaining forecasts. It starts with the selection of …

Métodos de reamostragem em modelos de previsão

CMH Cordeiro - 2011 - search.proquest.com
No estudo das séries temporais um dos principais objetivos é obter previsões. Os métodos
de alisamento exponencial (EXPOS) destacam-se pela sua versatilidade na vasta opção de …

[PDF][PDF] Forecasting with exponential smoothing methods and bootstrap

C Cordeiro, MM Neves - REVSTAT–Stat. J, 2009 - ugr.es
The Boot. EXPOS procedure is an algorithm that combines the use of exponential smoothing
methods with the bootstrap methodology for obtaining forecasts. In previous works the …

[PDF][PDF] Forecasting competition data with Boot. EXPOS

C Cordeiro, M Neves - researchgate.net
The search for the future is an appealing challenge in time series analysis. The diversity of
forecasting methodologies is inevitable and is still in expansion. Exponential smoothing …

How bootstrap can help in forecasting time series with more than one seasonal pattern

C Cordeiro, MM Neves - AIP Conference Proceedings, 2012 - pubs.aip.org
The search for the future is an appealing challenge in time series analysis. The diversity of
forecasting methodologies is inevitable and is still in expansion. Exponential smoothing …