1993
DOI: 10.1137/0331041
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Kalman Filtering with Random Coefficients and Contractions

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1993
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Cited by 213 publications
(313 citation statements)
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“…In particular, following Bougerol (1993), we find that under appropriate regularity conditions, the process {X t } is strictly stationary and ergodic (SE).…”
Section: Appendix B Reduced Form Stationarity and Ergodicitymentioning
confidence: 99%
See 1 more Smart Citation
“…In particular, following Bougerol (1993), we find that under appropriate regularity conditions, the process {X t } is strictly stationary and ergodic (SE).…”
Section: Appendix B Reduced Form Stationarity and Ergodicitymentioning
confidence: 99%
“…The contraction condition of Bougerol (1993) in equation (16) essentially states that the maximal Lyapunov exponent must be negative uniformly in x.…”
Section: Appendix B Reduced Form Stationarity and Ergodicitymentioning
confidence: 99%
“…In particular, it points out that while selecting functional forms with uniformly bounded derivatives is often important to ensure global stability, stationarity and ergodicity of autoregressive models (see Bougerol (1991) or Pötscher and Prucha (1997)), in this context, it is simply irrelevant since the data will be simulated from a polynomial approximation that can never achieve global stability. Again, recognizing this limitation of perturbation approximations will turn out to be a practical advantage.…”
Section: The Solution-driven Dsge Specificationmentioning
confidence: 99%
“…Bougerol in [1] where he proved that the elements of H are contractions (and sometimes uniform contractions) of the µ k (x, y) and then for the Riemannian distance.…”
mentioning
confidence: 99%