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Approximate bayesian estimation of stochastic volatility in mean models using hidden Markov models: empirical evidence from stock Latin American markets
(Pontificia Universidad Católica del Perú. Departamento de Economía, 2021-10)
The stochastic volatility in mean (SVM) model proposed by Koopman and Uspensky (2002) is revisited. This paper has two goals. The first is to offer a methodology that requires less computational time in simulations and ...
Stochastic Volatility in Mean. Empirical Evidence from Stock Latin American Markets
(Pontificia Universidad Católica del Perú. Departamento de Economía, 2020-02)
Using a Stochastic Volatility in Mean (SVM) model, we perform an empirical study of live Latin
American indexes in order to see the impact of the volatility in the mean of the returns. We
use MCMC Hamiltonian dynamics. ...