National Repository of Grey Literature 3 records found  Search took 0.01 seconds. 
Predikcia inflácie vybranými metódami strojového učenia v krajinách V4
Číriová, Nora
The thesis analyzes the accuracy of the multi-step inflation forecast using se-lected methods of machine learning through inflationary factors in the Visegrad group countries. The methods that were applied in the work analysis are the re-gression of tree methods and the algorithm method to the k-nearest neighbors. Based on the regression tree method, we are able to identify factors that are most prominent in price level development. The output of the analysis consists of 8 models, the suitability and accuracy of which are discussed. The results of the em-pirical analysis are compared with the assumptions that were presented before the analysis has begun. This suggests that methods are not suitable for multi-step inflation prediction.
Comparison of inflation rates between Czech Republic and Slovakia
Kratochvíl, Jaromír
The bachelor thesis deals with the main inflationary factors of Czech Republic and Slovakia and their influence on inflation. It is focused on analysis of the time series macroeconomic quarterly data from the first quarter 2000 to the third quarter 2014 using GRETL software. Inflationary factors were selected using other papers and Autoregressive Distributed Lag Models were created. The results prove that, the most significant long-term factors are exchange rate and nominal wage in both models. The results form the basis for discussion.
Hlavní inflační faktory v České republice
Kraváčková, Lenka
The bachelor thesis deals with the main inflationary factors and their changes caused by the onset of the economic crisis. It is focused on the time series analysis of selected macroeconomic data using Gretl software package. To determine main inflationary factors, two-variable and multiple regression models are created. The results prove that the most sigificant foreign factors are commodity prices, which limits monetary policy effects. However, the most important domestic factors have been changed from product and wages to M2 monetary aggregate and inflation expectations. The results form the basis for discussion and prove that the inflationary factors change over time.

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