subject	Random field analysis
lecturers	Dr. Matyasovszky István, associate professor
credits	2+1=3
period	4
curriculum	Nonparametric estimation of probability distributions. Nonparametric estimation of trends. Principal component analysis and factor analysis. Independent component analysis. Nonlinear principal component analysis. Canonical correlation analysis. Concept of random fields. Traditional interpolation techniques. Interpolation with krigings. Multivariate AR models.
literature	Parts of problem books, scientific papers
form of tuition	lectures, practical exercises
mode of assessment	oral exam, written practice exam