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We propose a methodology to perform macroeconomic stress-testing on the probability of default of a given borrowers' population (i.e., aggregate probability of default) through simulation from a vector error correction model and entropy pooling (Meucci, 2008)
Persistent link: https://www.econbiz.de/10012968851
forecasting macroeconomic key variables such as GDP. However, the DFM has some weaknesses. For nowcasting, the dynamic factor …
Persistent link: https://www.econbiz.de/10011566828
The main objective of this study was to find out the impact of Chinese FDI on the economic growth of Bangladesh where yearly time series data is used over a period from 1997 to 2020. To obtain those objectives, this study implies the Johansen Co-integration test and vector error correction model...
Persistent link: https://www.econbiz.de/10013213927
A two-component model for the evolution of real GDP per capita in the USA is presented and tested. The first component of the GDP growth rate represents an economic trend and is inversely proportional to the attained level of real GDP per capita itself, with the nominator being constant through...
Persistent link: https://www.econbiz.de/10014052234
There is a wide literature on the dynamic adjustment of employment and its relationship with the business cycle. Our aim is to propose a statistical model that offers a congruent representation of post-war UK labour market. We use a cointegrated vector autoregressive Markov-switching model where...
Persistent link: https://www.econbiz.de/10014133300
Using data from Germany, Japan, UK, and the U.S., we explore possible threshold cointegration in nominal short- and long-run interest rates with corresponding inflation rates. Traditional cointegration implies perfect mean reversion in real rates and hence confirms the Fisher hypothesis....
Persistent link: https://www.econbiz.de/10010292774
We bring together some recent advances in the literature on vector autoregressive moving-average models creating a relatively simple specification and estimation strategy for the cointegrated case. We show that in the cointegrated case with fixed initial values there exists a so-called final...
Persistent link: https://www.econbiz.de/10010316827
We propose a seasonal cointegration model [SECM] for quarterly data which includes variables with different numbers of unit roots and thus needs to be transformed in different ways in order to yield stationarity. A Monte Carlo simulation is carried out to investigate the consequences of...
Persistent link: https://www.econbiz.de/10010281215
This paper deals with the estimation of employment equations for Germany, which are to be used for forecasting and simulation purposes. The authors estimate both single and system error correction equations for German working hours using quarterly raw data covering the period 1980:1-2004:2....
Persistent link: https://www.econbiz.de/10003744528
We use a vector error correction model to study the long-term relationship between aggregate expected default frequency and the macroeconomic development, i.e. CPI, industry production and short-term interest rate. The model is used to forecast the median expected default frequency of the...
Persistent link: https://www.econbiz.de/10003618542