MRS2IR_SIM: MATLAB function to simulate trajectories of a Markov regime-switching (MRS) model with 2 independent regimes

Joanna Janczura and Rafał Weron

HSC Software from Hugo Steinhaus Center, Wroclaw University of Science and Technology

Abstract: MRS2IR_SIM(P,PARAM,MODEL,STARTVALUE,KSI_0,T,N) generates N trajectories of a Markov regime-switching (MRS) model with 2 independent regimes: (i) an AR(1) process in the base regime X(t+1)=phi_1*X(t)+c_1+sigma_1*|X(t)|^g_1*N(0,1), (ii) and a Gaussian (MODEL='G'), lognormal ('LN'), Pareto ('P'), Weibull ('W') or exponential ('E') distributed spike regime. P, PARAM and KSI_0 are the transition matrix, model parameters and probabilities classifying the first observation to one of the regimes, respectively, returned by MRS2IR_EST. STARTVALUE is the starting point for the simulated trajectories and T is the length of the trajectories.

Language: MATLAB
Requires: MATLAB (tested on MATLAB ver. 7.9).
Keywords: Markov regime-switching (MRS) model; Sample trajectory. (search for similar items in EconPapers)
Date: 2011-10-03
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http://www.im.pwr.wroc.pl/~hugo/RePEc/wuu/hscode/mrs2ir_sim.m Program file (text/plain)

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Persistent link: https://EconPapers.repec.org/RePEc:wuu:hscode:m11005

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