Spelling suggestions: "subject:"vectorautoregression"" "subject:"vektorautoregression""
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Spatial and Temporal Employment Relationships: Southern California as a Case StudyPeterson, Samuel 01 January 2018 (has links)
Southern California is the largest U.S. metropolitan area geographically, and demonstrates complex spatial relationships between county labor markets. This paper is interested in investigating the employment dependencies between the core city of Los Angeles its respective commuting sheds, such as San Bernardino and Riverside counties. Using time series data that includes labor demand shocks from the Great Recession, this analysis implements a vector autoregressive model to dissect the relationship between urban and suburban employment changes. The work finds a strong lagging-leading relationship between counties that varies by business cycle phase, and provides policy implications from this relationship.
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Vart är kronan på väg? : Utmaningen med växelkursprognoser - en jämförelse av prognosmodellerDahlberg, Magnus, Anders, Gombrii January 2021 (has links)
Riksbanken har under senaste åren blivit kritiserade för deras bristande prognoser av svenska valutakurser. I denna uppsats undersöks det om slumpvandring (RW) är den mest framgångsrika prognosmodellen eller om alternativa ekonometriska prognosmodeller (AR, VAR och VECM) kan estimera framtida växelkurser mer korrekt på kort sikt, ett kvartal fram, och medellång sikt, fyra kvartal fram. I dessa prognosmodeller behandlas fem Svenska makroekonomiska variabler som endogena; KPI, BNP, arbetslöshet, 3 månaders statsobligationer (T-bonds), samt en exogen variabel, Amerikansk-BNP. Den data som används är kvartalsdata från första kvartalet 1993 till andra kvartalet 2020 för respektive variabel. Resultaten från studie visar på att RW är mer ackurat än de multivariata modellerna (VAR och VECM) på både kort sikt och medellång sikt. Residualerna utvärderas genom att kolla på rotmedelkvadratfel (RMSE) från respektive prognos. / In recent years, the Riksbank has been criticized for their underperforming forecasts of Swedish exchange rates. This thesis examines whether the random walk (RW) is the most successful forecasting model when forecasting the exchange rate (SEK / USD) or whether alternative economic forecasting models (AR, VAR and VECM) can estimate future exchange rates more accurately. Both in the short and medium term, one respectively four quarters ahead. In these forecast models, five Swedish macroeconomic variables are treated as endogenous; CPI, GDP, unemployment, three-month Treasury-bonds (T-Bonds), and an exogenous variable, US GDP. The data used is quarterly data from the first quarter of 1993 to the second quarter of 2020 for each variable. Results from the study show that RW is more accurate than the multivariate models (VAR and VECM) in both the short and medium term. The residuals are evaluated by looking at root mean square error (RMSE) from the respective forecast.
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Quantitative Easing and Bubble Formation in Real-Estate : A study of the relationship between novel monetary policies and speculative bubbles in the Swedish real-estate market / Kvantitativa lättnader och uppkomsten av spekulativa bubblor på bostadsmarknaden : En studie över sambanden mellan okonventionell penningpolitik och prisbubblor på den svenska bostadsmarknaden.Öhlund, Axel, Domnina, Anna January 2021 (has links)
This thesis aims to study how much of price appreciations on the Swedish real-estate market in recent times have been fundamentally warranted, as well as if the unconventional monetary policies implemented by the Swedish central bank have had any interaction with these price escalations. The methodology employed to research this is divided into two parts. Firstly, a bubble component time series has been computed using a Kalman filtering technique in a state-space model in which the bubble is inferred from a fundamental equation. The next step involves studying the dynamics between the bubble element vis-a-vis the quantitative easing policies implemented by Riksbanken. This procedure involves estimating vector autoregressive models in which several policy variables are included in the nexus and analyzed simultaneously to better grasp how QE transmits and impacts the component for the bubble. The empirical results from the first segment designate that price inflation on the Swedish housing market has become more and more principally unjustifiable throughout the sample. However, no significant inference may be made in this stage as to whether or not the market is influenced by a speculative bubble. In the dynamic system, some, yet thin evidence is found of quantitative easing policies preceding the evolvement of exuberance in house prices. Conclusively, this thesis affirms most of the growth in the non-fundamental part of prices to an expansion of credit, which in turn cannot be accredited to the policies of the Swedish Riksbank. Only a slight expectational effect is found and therefore we conclude that quantitative easing only has a trivial impact on the development of a speculative bubble in the market for real-estate.
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The Impact of External Shocks on Nigeria’s GDP Performance within the Context of the Global Financial CrisisAkpan, Nkereuwem I. January 2018 (has links)
This research examines the impact of external shocks on Nigeria’s output performance for the period 1981 – 2015. It aims to bring to the fore the importance of considering external shocks during policy design and implementation. The multivariate VAR and VECM frameworks were used to evaluate the impact of the shock variables on Nigeria’s output performance and to achieve the stated objectives. Findings show that the external shock and domestic policy variables have short-run effects on Nigeria’s output performance. Also, all the measures of external shocks and domestic policies display some viable information in explaining the variabilities in Nigeria’s output performance over the horizon. The comparison between the results of the VECM and the unrestricted VAR shows that the unrestricted VAR model outperformed the VECM.
The overall result of the study confirms the view about the vulnerability of the Nigerian economy to external shocks. These shocks explain more than half of the variance in real output performance and have varying effects on output performance in Nigeria. The dynamic response of output performance to each of the defined shock variables show that output performance responds rapidly to the shock variables, while its response to the domestic economic variables is seemingly moderate. Finally, the variance decomposition show that international crude oil price and terms of trade have the largest share in accounting for the variability in output performance, followed closely by the shares of capital inflows and monetary policy.
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Financial development and economic growth : a comparative study between Cameroon and South AfricaDjoumessi, Emilie Chanceline Kinfack 04 1900 (has links)
The causal relationship between financial development and economic growth is a
controversial issue. For developing countries, empirical studies have provided mixed
result. This study seeks to empirically explore the relationship and the causal link
between financial development and economic growth in two sub-Saharan African
countries between 1970 and 2006. The empirical investigation is carried out using time
methods and the five most commonly used indicators of financial development in the
literature. However, the causal relationship was carried out using two different methods
which are the autoregressive distributed lag bounds testing (ARDL) and the vector error
correction model (VECM). Using this above methodology the study first found that in
both countries there is a positive and long-term relationship between all the indicators of
financial development and economic growth which was proxied by the real per capita
GDP. With respect to the causality test, the two methods used provide mixed results
especially in South Africa. In Cameroon the study found that financial development
causes economic growth using the two methods, whereas in South Africa economic
growth causes financial development when the VECM method is used, while there is an
independence relationship between the two variables in South Africa when using ARDL. / Economics / M.Comm. (Economics)
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Vad påverkar OMX Real Estate -Substansvärde eller OMXS30?Westin, Love January 2016 (has links)
The question in the study is to what extent the Swedish Real estate sector index acts as a follower of larger and broader stock indexes, and to what extent the index follows the asset values owned by the real estate companies in the asset market? The study is interesting for those trying to understand the development of share values in the Swedish real estate market as well as for those interesting in the “efficient market hypothesis”. The study makes an econometric analysis of the relationship between OMXS30, OMXS Real Estate PI, and the asset value of properties owned by Swedish real estate companies. Indexes are compared with Vector Autoregression (VAR) lag models, tested for dependence of GDP, the repo rent, and inflation. A Granger causality test is also performed. Despite discussed problems with reliability of some tests, the study finds that OMXS30 Granger cause OMX Real Estate PI. The study also finds that, during the period studied, OMXS30 and OMX Real Estate PI develop differently in the initial period but later form a similar path of performance. The asset values of the companies in the real estate market are more strongly correlated with OMXS30 than with their own sector index, OMXS Real Estate PI. No significant effects are found from GDP, the repo rent or inflation on OMXS30 or OMXS Real Estate PI. This may be seen as surprising but follows results from earlier studies.
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Currency and political choice : analytical political economy of exchange rate policy in East AsiaMeng, Chih-Cheng 15 September 2010 (has links)
How do catch-up East Asian countries cultivate their exchange rate (ER) policies in a different trajectory than advanced economies often cited in current literature? What are the dynamics and results (pros and cons) of choosing a particular ER policy, and what influence does it have on the progress of developmental states? How do domestic and international politics explain the convergences and variances of ER policy decisions in East Asia?
The decisions of ER policy are by all means political choices. ERs influence the prices of daily exchanged goods, and thereby determine resource allocation within and across national borders. Therefore, any internal political actor, including a government, interest group, foreign party or constituent exerts discretionary power to manipulate an ER to satisfy its own interests. Externally, the size of foreign trade and the status of international monetary accounts closely depend on the valuation and volatility of ER. Thus for the transitional polities and the trade-driving economies in East Asia, the analysis of ER politics not only helps to clarify the complex mechanisms of ER influences combined with various interests and institutional settings, but also to advance the political study of globalization.
My dissertation proposes an integrated framework to contend that the domestic distributional politics and economic determinants, as well as the international monetary relations, and regional market force and adaptive policy diffusion are crucial factors that influence and interact with ER policy in East Asia. This theoretical framework explains how an ER policy decision is compromised between domestically generated preferences and apparently intense international interactions.
Likewise, this dissertation provides a vigorous empirical specification toward the spatiotemporal differences of ER policy in East Asia. The application of the structural vector autoregression (SVAR) model properly specifies the theoretical dynamics across variables in the East Asian panel data compiled from 1980 to 2004. Furthermore, by using the alternative Bayesian estimation, SVAR successfully demonstrates the "spinning stories" that distinguish the variances with regard to country-specific development under the asymmetrically international and interdependently regional monetary system.
The empirical findings verify that my theoretical variables interact significantly with ER policy decisions in East Asia. The statistics also demonstrate that most East Asian countries tend to strategically withstand influences from the various waves of capital liberalization and keep their currencies at low values. In a general testing, however, domestic pursuits for preferred interests gradually yield to the persistent influences of international and regional forces on ER policy making in East Asia. / text
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Macroeconomic stress-testing of banking systems: survey of methodologies and empirical application / Macroeconomic stress-testing of banking systems: survey of methodologies and empirical applicationŠimečková, Jana January 2011 (has links)
This thesis deals with stress testing as a process that helps to assess the impact of potential adverse shocks on the soundness of a financial system. First section is dedicated to non-technical discussion about stress testing and to some methodological issues. The main focus lies on the system-wide macroeconomic stress testing. The empirical part of the thesis is a contribution to macroprudential analysis of the quality of the aggregate loan portfolio in the Czech Republic. This study adopts a vector autoregression model applied to the Czech banking sector in order to judge its stability and present some evidence on macroeconomic variables affecting the Czech banking system. As a measure of the strength of the loan portfolio is used the stock of non-performing loans vis-à-vis total loans in the sector. The thesis follows the widely used methodology and seeks to identify significant macroeconomic risk factors affecting the loan portfolio quality. The latter part aims also to forecast the most likely development of the loan portfolio.
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Jak nízká inflace v eurozóně ovlivňuje inflaci v České republice? / (How) Does low inflation in euro area affect inflation in the Czech Republic?Veselý, Vladimír January 2016 (has links)
The goal of this thesis is to identify domestic and foreign shocks that mostly explain variation in the Czech price level. This goal is accomplished by the use of structural vector autoregression. As the Czech Republic is considered to be a small open economy, it is crucial to include foreign variables into the model which are represented by shocks in euro zone. Furthermore, a block exogeneity restriction is imposed because it is unlikely that shocks in the Czech economy can influence macroeconomic development in euro zone. The results of the thesis indicate that foreign shocks explain 70% variability in Czech price level out of which 50% is explained by euro zone's price level shocks. It is likely that in near future Czech economy will experience deflation for a while. Nevertheless, by 2018 Czech inflation rate should be in 1-3% band.
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Les effets des chocs internes et externes sur une petite économie ouverte : le cas du Chili / The effects of internal and external shocks in a small and open economy : the case of ChileLemus, Antonio 06 December 2016 (has links)
La globalisation est probablement la caractéristique principale de l'économie mondiale du 21e siècle. Elle se traduit notamment par l'intégration par les canaux commerciaux, financiers et les marchés de matières premières. Si un tel contexte affecte de manière très significative tous les types d'économies, il convient de souligner que les petites économies ouvertes dépendantes des exportations de matières premières, et ouvertes aux marchés financiers globaux, sont en général les plus exposées. L'économie chilienne possède toutes ces caractéristiques. C’est dans ce contexte que cette thèse explore l'efficacité de la politique budgétaire chilienne et les effets des prix des matières premières et des chocs financiers internationaux sur le PIB chilien et d'autres variables macro-économiques importantes. A cette fin, on utilise une approche empirique basée sur des modèles vectoriels autorégressifs. / The economic globalization is probably the main feature of the 21st century world economy, with economic integration and interdependence of national economies across the world particularly common in commodity and financial markets. Such a context greatly affect all types of economies though those small, dependent on commodity exports, and open to global financial markets are usually the most exposed. Having in mind this scenario, in this Ph.D. dissertation we explore the effectiveness of the Chilean fiscal policy and the effects of commodity prices and foreign financial shocks, on the Chilean GDP and other macroeconomic fundamentals using an empirical approach based on alternative vector autoregressive models.To understand the effectiveness of the country’s fiscal policy aiming at guarantying macroeconomic stability, in the Chapter 1 of this Ph.D. dissertation we study the dynamic effects of fiscal policy on the Chilean macroeconomic fundamentals and the size of fiscal multipliers. Chapter 2 examines how shocks to commodity prices affect the Chilean economic output, fiscal accounts and private consumption, based on correlations analysis and vector autoregression models. In the Chapter 3 of this Ph.D. dissertation we study the effect of foreign financial shocks on the Chilean real economy.
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