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The Euler-Maruyama Approximation of State-Dependent Regime Switching Diffusions

  • Xinghu Jin,
  • Tian Shen,
  • Zhonggen Su,
  • Yuzhen Tan

摘要

In this paper, we consider the state-dependent regime switching diffusion process \((X(t), R(t))_{t \geqslant 0}\) ( X ( t ) , R ( t ) ) t 0 , where the drift term does not necessarily satisfy the dissipative condition for certain states of the switching component. We develop delicately the Lindeberg replacement trick and a change-of-measure technique to obtain the convergence rate between the law of \((X(t), R(t))_{t\geqslant 0}\) ( X ( t ) , R ( t ) ) t 0 and that of its Euler-Maruyama scheme with constant and decreasing step sizes. This convergence rate is quantified in terms of a function-class distance \(d_{\mathcal {G}}\) d G . Moreover, we establish the ergodicity property of the Euler-Maruyama scheme. To illustrate our theoretical findings, we present in detail an example.