The Post-Doctorate will be dealing with the basic research of statistic modelling in the field of extreme values. He/she will study especially multivariate methods, models of extreme events with presence of trend in the data, „peaks-over-treshold" method in connection with regression quantiles. Big attention will be given also to matter of theory and practical use of appropriate parameter estimations in studied models of extreme events based mainly on L-moments and non-parametric procedures.