H. Aboua¨?ssaaboua¨?ssa, M. Fliess, and C. Join, On short-term traffic flow forecasting and its reliability. 8th IFAC Conf, Manufact. Model. Manag. Control

A. G. Barnett and A. J. Dobson, Analysing Seasonal Health Data, 2010.
DOI : 10.1007/978-3-642-10748-1

T. Baum and S. Lundtorp, Seasonality in Tourism, 2001.

W. R. Bell, S. H. Holan, and T. , Economic Time Series ? Modeling and Seasonality, 2012.

S. Borovkova and H. Geman, Seasonal and stochastic effects in commodity forward curves, Review of Derivatives Research, vol.30, issue.5, pp.167-186, 2006.
DOI : 10.1007/s11147-007-9008-4

´. E. Bosserelle, Le cycle Kondratieff ? théories et controverses, 1994.

P. Cartier and Y. Perrin, Integration over finite sets Nonstandard Analysis in Practice, pp.195-204, 1995.

P. Cortez, M. Rio, M. Rocha, and P. Sousa, Multi-scale Internet traffic forecasting using neural networks and time series methods, Expert Systems, vol.21, pp.143-155, 2012.
DOI : 10.1111/j.1468-0394.2010.00568.x

M. Fliess and C. Join, A mathematical proof of the existence of trends in financial time series Online: https, Systems Theory: Modeling, Analysis and Control, pp.43-62, 2009.

M. Fliess and C. Join, Model-free control, International Journal of Control, vol.7, issue.4, pp.2228-2252, 2013.
DOI : 10.1016/j.conengprac.2009.03.005
URL : https://hal.archives-ouvertes.fr/hal-00828135

M. Fliess and C. Join, Towards a new viewpoint on causality for time series, ESAIM: Proceedings and Surveys, vol.49, pp.37-52, 2015.
DOI : 10.1051/proc/201549004
URL : https://hal.archives-ouvertes.fr/hal-00991942

M. Fliess, C. Join, and F. Hatt, A-t-on vraiment besoin d'un modèle probabiliste en ingénieriefinancì ere?, Conf. Médit. Ingén. Sûre Syst. Compl

P. H. Franses and R. Paap, Periodic Time Series Models, 2004.
DOI : 10.1093/019924202X.001.0001

H. Geman, Agricultural Finance, 2015.
DOI : 10.1002/9781118827352

E. Ghysels and D. R. Osborn, The Econometric Analysis of Seasonal Time Series, 2001.
DOI : 10.1017/CBO9781139164009

C. Gourieroux and A. Monfort, English translation: Time Series and Dynamic Models, Séries temporelles et modèles dynamiques, 1995.

J. D. Hamilton, A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle, Econometrica, vol.57, issue.2, pp.357-384, 1989.
DOI : 10.2307/1912559

J. D. Hamilton, Time Series Analysis, 1994.

T. Holtfort, Einfluss von Saisonalität auf den Momentumeffekt: Eine empirische Untersuchung des deutschen Aktienmarktes, 2009.

C. Join, C. Voyant, M. Fliess, M. Muselli, M. Nivet et al., Short-term solar irradiance and irradiation forecasts via different time series techniques: A preliminary study, 3rd International Symposium on Environmental Friendly Energies and Applications (EFEA)
DOI : 10.1109/EFEA.2014.7059971
URL : https://hal.archives-ouvertes.fr/hal-01068569

P. Jönsson and L. Eklundh, Seasonality extraction by function fitting to time-series of satellite sensor data, IEEE Transactions on Geoscience and Remote Sensing, vol.40, issue.8, pp.1824-1832, 2002.
DOI : 10.1109/TGRS.2002.802519

N. Kondratjew, Die langen Wellen der Konjunktur, Arch. Sozialwissen. Sozialpolit, vol.56, pp.573-609, 1926.

J. Koopman and K. M. Lee, Seasonality with trend and cycle interactions in unobserved components models, Journal of the Royal Statistical Society: Series C (Applied Statistics), vol.84, issue.4, pp.427-448, 2009.
DOI : 10.1111/j.1467-9876.2009.00661.x

A. V. Korotayev and S. V. , A spectral analysis of world GDP dynamics: Kondriateff waves, Kuznets swings, Juglar and Kitchin cycles in global economic development , and the 2008-2009 economic crisis, Structure Dynamics, vol.4, 2010.

G. Mélard, Méthodes de prévisionprévisionà court terme. Ellipses & Presses, 2008.

V. Meuriot, Une histoire des concepts des séries temporelles, 2012.