ECAS


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The Sixth course in the ECAS Programme:





Time Series Analysis
SAN LORENZO DEL ESCORIAL, MADRID, SPAIN
September 15-19, 1997


Scientific Programme Committee


F. Droesbeke (Brussels, Chairman)

M. Deistler (Technische Universität Wien)

S. Heiler (Konstanz)

A. Maravall (Bank of Spain)

D. Peña (Universidad Carlos III de Madrid, Chairman)

G.T. Wilson (Lancaster University)

Organising Committee


D. Peña (Universidad Carlos III de Madrid, Chairman)

A. Alonso (Real Colegio Univ. María Cristina, UCM)

D. Hand (Open University)

J. del Hoyo (U. Autónoma de Madrid)

R. Kaiser (Universidad Carlos III de Madrid)

J. Romo (Universidad Carlos III de Madrid)

E. Ruiz (Universidad Carlos III de Madrid)

M.J. Sánchez (U. Politécnica de Madrid)

Arthur Treadway (U. Complutense de Madrid)


Topics



• Introduction. Data, problems, models and examples. Univariate Linear time series models. Stochastic Processes. Spectral representation. State Space models. AR/MA/ARMA models. Univariate identification. Estimation and diagnosis of linear time series. Prediction and Model selection.

• 
Outliers, missing values and influential Observations. Non linear Time series models. Seasonality. Signal extraction. Automatic modeling methods for univariate series. Case Studies. Stochastic Volatility. GARCH Models. Categorical and Discrete Data.

• 
Non parametric methods. Kernel estimates.Multivariate Linear Systems. VARMA modeling. Estimation and Forecasting of Vector Time series. Cointegration and Common Factors. Neural Networks. Case Studies. Bayesian Methods.

• 
Panel discussion: In what directions is research in time series leading?


Lecturers



M. Deistler (Technische Universität Wien)

C. Gourieroux (CREST, Paris)

S. Heiler (Universität Konstanz)

K. Hornik (Technische Universität Wien)

S. Johansen (University of Copenhagen)

A. Maravall (Bank of Spain)

D. Peña (Universidad Carlos III de Madrid)

G.C. Tiao (University of Chicago)

R.S. Tsay (University of Chicago)

G.T. Wilson (Lancaster University) 







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