Diploma thesis “Prediction in the economic time series“ is devoted to approaches to evaluate prediction errors in econometric models and elaborates on particular predictions of economic indicators related to Czech Republic. This thesis includes predictions for three fundamental types of econometric models – individual time series, regress methods and VAR models. The last chapter deals with further categorization of methods causing prediction failures.