About: Comparison of Inertia of Statistical Methods for Forecasting of Unemployment under Conditions of Economic Depression

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Suitable models of unemployment rate development in Czech Republic under condition of economic depression were created and presented in this paper. Models?s were based on exponential smoothing and training of artificial neural networks. The most suitable models were exponential eventually damped model with additive seasonality and multilayer perceptron. March?s and April?s unemployment rate forecast was 7.58?7.89 % and 7.63?8.33 % for exponential smoothing respective 7.3?7.45 % and 6.62?8.22 % for multilayer perceptron. Recalculation of exponential smoothing model and retraining of ANNs is necessary at the time when it is possible obtain fresh values of the unemployment rate regarding to the present economic situation and relevant forecasting. Suitable models of unemployment rate development in Czech Republic under condition of economic depression were created and presented in this paper. Models?s were based on exponential smoothing and training of artificial neural networks. The most suitable models were exponential eventually damped model with additive seasonality and multilayer perceptron. March?s and April?s unemployment rate forecast was 7.58?7.89 % and 7.63?8.33 % for exponential smoothing respective 7.3?7.45 % and 6.62?8.22 % for multilayer perceptron. Recalculation of exponential smoothing model and retraining of ANNs is necessary at the time when it is possible obtain fresh values of the unemployment rate regarding to the present economic situation and relevant forecasting. (en)
Title	Comparison of Inertia of Statistical Methods for Forecasting of Unemployment under Conditions of Economic Depression Comparison of Inertia of Statistical Methods for Forecasting of Unemployment under Conditions of Economic Depression (en)
skos:prefLabel	Comparison of Inertia of Statistical Methods for Forecasting of Unemployment under Conditions of Economic Depression Comparison of Inertia of Statistical Methods for Forecasting of Unemployment under Conditions of Economic Depression (en)
skos:notation	RIV/60076658:12510/09:00011038!RIV10-MSM-12510___
http://linked.open...avai/riv/aktivita	Z
http://linked.open...avai/riv/aktivity	Z(MSM6007665806)
http://linked.open...iv/cisloPeriodika	1
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Čermáková, Anna Biskup, Roman
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Jihočeská univerzita v Českých Budějovicích / Ekonomická fakulta
http://linked.open...dnocenehoVysledku	307728
http://linked.open...ai/riv/idVysledku	RIV/60076658:12510/09:00011038
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Time series; Exponential Smoothing; Artificial Neural Networks; Rate of Unemployment and Forecasting (en)
http://linked.open.../riv/klicoveSlovo	Artificial Neural Networks Time series Exponential Smoothing Rate of Unemployment and Forecasting
http://linked.open...odStatuVydavatele	RO - Rumunsko
http://linked.open...ontrolniKodProRIV	[4251A05AD8F3]
http://linked.open...i/riv/nazevZdroje	Lucrari Stintifice
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...UplatneniVysledku	2009
http://linked.open...v/svazekPeriodika	11
http://linked.open...iv/tvurceVysledku	Biskup, Roman Čermáková, Anna
http://linked.open...n/vavai/riv/zamer	Sustainable methods of agricultural management in montane and submontane areas with respect to harmonization of the production and nonproduction spheres
issn	1453-1410
number of pages	8 (xsd:int)
http://localhost/t...ganizacniJednotka	12510

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