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Methods for Estimating Potential Output
Skok, Daniel ; Vejmělek, Jan (advisor) ; Šíma, Ondřej (referee)
The purpose of this thesis is to describe selected methods for estimating potential output. In the first part, methods used for the estimation of potential output are described including the discussion of advantages and disadvantages of their application. Subsequently, the potential output from 1996 to 2016 is estimated based on three selected methods using the data of gross domestic product in the Czech Republic. The methods used are Hodrick-Prescott filter, Kalman filter and Cobb-Douglas production function. In the conclusion, results of those three methods are compared with each other and furthermore compared with results published by the Czech National Bank and the Mistry of Finance.
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Přeshraniční dopady fiskálních politik
Maleček, Petr ; Kadeřábková, Božena (advisor) ; Janíčko, Martin (referee) ; Beck, Jiří (referee)
This study seeks to analyse and quantify cross-border effects of discretionary fiscal policies from two major points of view. The aggregate approach rests on the use of the structural vector autoregression model (SVAR) and its extension, the global vector autoregression model (GVAR). The discretionary fiscal impulse itself is then defined as a change in cyclically adjusted balance of the government sector, calculated at quarterly frequencies. This section is then complemented by a case study of a single measure: the German car scrapping scheme during 2009 and its effects on the Czech economy. It was found that cross-border effects of discretionary fiscal policies may be indeed present, in case certain conditions are met. Importantly, a fiscal impulse has to originate from a sufficiently large economy and there needs to be a tight trade linkage between examined countries. In most cases, cross-border effects have also been found of lesser magnitude than direct impacts of fiscal policies on the domestic country. Finally, as demonstrated on the German-Czech case, even a single fiscal measure can trigger substantial cross-border spillovers. It was estimated that this measure positively contributed to real GDP growth in 2009 in the Czech Republic by 0.44 pp.
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Estimating of potential output in the Czech Republic and its relationship to the business cycle
Svatošová, Ludmila ; Kloudová, Dana (advisor) ; Chytilová, Helena (referee)
Potential output is used as the indicator of the business cycle. The aim of this study is to compare the results of different methods used for estimating potential output and verify the hypothesis that potential output or rather the output gap can serve as a reliable indicator to determine the phase of the business cycle in the Czech Republic in the years 1996-2012. 6 different methods - linear trend, Hodrick-Prescott filter, Baxter-King filter, Butterworth filter, Kalman filter and the production function have been used to estimate potential output. The output gap was determined based on the estimated potential output. The comparison of the results of all methods has confirmed the same development trend of potential output. All the methods for estimating potential output, except Butterworth filter, have showed that their results are good indicators of the business cycle in the Czech Republic.
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Potential output. Econometric application for Czech Republic.
Kyncl, Jan ; Pánková, Václava (advisor) ; Bašta, Milan (referee)
I summarize different methods of potential output and output gap estimation including advantages and disadvantages in this thesis. I also applied two published models on real data for Czech Republic. Concerned models are Hodrick-Prescott filter and so called Production Approach. Both approaches are simultaneously used by ČNB. This thesis offers comparison between HP filter and production approach and comparison of Czech, Austrian and common EU-15 potential output and output gap. Potential output of Austria and EU-15 was obtained from OECD database. Comparison result refers to very similar progress of estimate obtained by univariate and multivariate method. It also shows different trend behavior of domestic economy against more developed EU countries, which is starting to be similar at the end of observed period.
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Estimate of potential output for economy of the Czech Republic: Production function approach
Šálek, Pavel ; Pánková, Václava (advisor) ; Školuda, Václav (referee)
The goal of this thesis is to estimate potential output of the economy of the Czech Republic from 1999 to 2011. In the first chapter I focus on description of the overall product of the economy, introduction and definition, mostly NAIRU approach, of the potential output and several approaches to estimate potential output. Production function is analysed in the following chapter from econometric as well as economic perspective. The most important properties of the production functions are also described in this chapter. In the end of the second chapter I deal with three most common types of production function. Estimated values of the variables in the production function including the value of the potential output of the Czech economy and relevant interpretations are presented in the last chapter of this thesis.
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Supply-side performance and structure in the Czech republic (1995-2005)
Dybczak, Kamil ; Flek, Vladislav ; Hájková, Dana ; Hurník, Jaromír
In this paper, writers apply the aggregate production function to approximate the path of potential output. Writers use a time-varying NAIRU to derive the amount of potential labour and a newly developed measure of capital services to account for the productive impact of capital. In addition, trend total factor productivity is estimated. Production functions for the key sectors (Agriculture, Industry, etc.) are also calculated, exploring the growth accounting approach and decomposition of total factor productivity growth.
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What is the Predicative Ability for Unemployment Rate of Different Methodologies for Output Gap Estimation?
Holá, Martina ; Kubíček, Jan (advisor) ; Chytil, Zdeněk (referee)
The submitted diploma thesis is dedicated to the calculation of the estimation of output gap by three estimating techniques (Hodrick-Prescott filter, Kalman filtering, and Cobb-Douglas production function) for the Czech Republic during the years 1995-2009, and, consequently, to their usefulness for testing the Okun's law as a suitable predicative tool. In other words, which of the mentioned methods is the most appropriate one for an accurate prediction of the rate of unemployment. To achieve this, the Box-Jenkins methodology is used for modelling and designing the cyclical unemployment forecasts and dynamic version of the Okun's law. The results indicate that, for the given period, there is relatively strong and unstable relationship between changes in output gap and changes in cyclical unemployment in the Czech Republic. The most suitable technique for the estimating of the future development of unemployment gap seems to be the Cobb-Douglas production function approach. This is namely based on the quantity of gained forecast errors and Granger causality.
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Alternative methods of estimating potential output and the output Gap: An application to Czech
Krasnovský, Pavol ; Brůna, Karel (advisor) ; Kuncl, Martin (referee)
The text discusses some used methods for estimating potential product and output gaps based on aggregated data for the Czech Republic. Though these methods exhibit some common features, an empirical comparison demonstrates that the various techniques differ substantially. In particular, the correlation of output gaps calculated with different methods is generally low , the methods imply different turning points. To conclude, the methods for estimating potential product a used have only limited information content for macroeconomics.
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