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, investment) using a panel of 60 countries over the period 1961 - 2014. The paper presents a Bayesian stochastic factor selection …
Persistent link: https://www.econbiz.de/10011586703
We develop a dynamic Bayesian model for clickthrough and conversion probabilities of paid search advertisements. These …
Persistent link: https://www.econbiz.de/10012114809
function to develop news impact curves. We consider Bayesian MCMC estimation to allow non-normal posterior distributions. For …
Persistent link: https://www.econbiz.de/10011819520
The ratio of consumption to total household wealth (i.e., tangible assets plus unobserved human wealth) is commonly calculated from the estimation of a log-linear version of the household intertemporal budget constraint as a cointegrating relationship between consumption, assets and earnings...
Persistent link: https://www.econbiz.de/10011932317
In this discussion paper we introduce time-varying parameters in the dynamic Nelson–Siegel yield curve model for the simultaneous analysis and forecasting of interest rates of different maturities. The Nelson–Siegel model has been recently reformulated as a dynamic factor model with vector...
Persistent link: https://www.econbiz.de/10010325155
We propose a new approach to the modelling of the term structure of interest rates. We consider the general dynamic factor model and show how to impose smoothness restrictions on the factor loadings. We further present a statistical procedure based on Wald tests that can be used to find a...
Persistent link: https://www.econbiz.de/10010325734
We extend the class of dynamic factor yield curve models for the inclusion of macro-economic factors. We benefit from recent developments in the dynamic factor literature for extracting the common factors from a large panel of macroeconomic series and for estimating the parameters in the model....
Persistent link: https://www.econbiz.de/10010325954
Many economic studies on inflation forecasting have found favorable results when inflation is modeled as a stationary process around a slowly time-varying trend. In contrast, the existing studies on interest rate forecasting either treat yields as being stationary, without any shifting...
Persistent link: https://www.econbiz.de/10010326362
We propose a new unified approach to identifying and estimating spatio-temporal dependence structures in large panels. The model accommodates global cross-sectional dependence due to global dynamic factors as well as local cross-sectional dependence, which may arise from local network...
Persistent link: https://www.econbiz.de/10012427194
Persistent link: https://www.econbiz.de/10010326499