METHODS OF DATA ANALYSIS
- Statistical description of random processes
- Spectral analysis. Quandrant analysis. Data analysis with the aid of Hilbert-Huang (ΗΗΤ) tranformation
- Time series analysis with the aid of Markov chains. Autoregression.
- Statistical methods related with weather forecast.Scores for discrete and continuous variables.
- Multidimensional methods. Principal component analysis - Discriminant analysis -Cluster analysis
- Neural networks for estimation and forecast of meteorological variables.
- Computer lab with the aid of Matlab: Basic programming elements, data representation, interpolation methods, regression analysis, correlation, Fast Fourier Transform, power spectra density, Harmonic analysis, Cross- spectral analysis, Filters, Principal Component Analysis, Eigenvalue ANALYSIS