scholarly journals Recent developments in statistical time series analysis: Examples of use in climate research

2003 ◽  
Vol 30 (12) ◽  
Author(s):  
F. Godtliebsen ◽  
L. R. Olsen ◽  
J.-G. Winther
Author(s):  
Mofazzal H. Khondekar ◽  
Dipendra N. Ghosh ◽  
Koushik Ghosh ◽  
Anup Kumar Bhattacharya

The present work is an attempt to analyze the various researches already carried out from the theoretical perspective in the field of soft computing based time series analysis, characterization of chaos, and theory of fractals. Emphasis has been given in the analysis on soft computing based study in prediction, data compression, explanatory analysis, signal processing, filter design, tracing chaotic behaviour, and estimation of fractal dimension of time series. The present work is a study as a whole revealing the effectiveness as well as the shortcomings of the various techniques adapted in this regard.


Technometrics ◽  
1990 ◽  
Vol 32 (3) ◽  
pp. 353-354
Author(s):  
Michael A. Wincek

1990 ◽  
Vol 85 (409) ◽  
pp. 258
Author(s):  
William W. S. Wei ◽  
Robert H. Shumway

Author(s):  
José M. Amigó ◽  
Karsten Keller ◽  
Valentina A. Unakafova

Ordinal symbolic analysis opens an interesting and powerful perspective on time-series analysis. Here, we review this relatively new approach and highlight its relation to symbolic dynamics and representations. Our exposition reaches from the general ideas up to recent developments, with special emphasis on its applications to biomedical recordings. The latter will be illustrated with epilepsy data.


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