A Goodness Of Fit Test For Ergodic Markov Processes
We introduce a goodness of fit test for ergodic Markov processes. Our test compares the data against the set of stationary densities implied by the class of models specified in the null hypothesis, and rejects if no model in the class yields a stationary density that matches with the data. No alternative needs to be specified in order to implement the test. Although our test compares densities it involves no smoothing parameters, and is powerful against 1√n local alternatives.
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| Date of creation: | Oct 2011 |
| Handle: | RePEc:kyo:wpaper:787 |
| Contact details of provider: | Postal: Yoshida-Honmachi, Sakyo-ku, Kyoto 606-8501 Phone: +81-75-753-7102 Fax: +81-75-753-7193 Web page: http://www.kier.kyoto-u.ac.jp/eng/index.html Email: More information through EDIRC
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References listed on IDEAS
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- John Stachurski & Vance Martin, 2008.
"Computing the Distributions of Economic Models via Simulation,"
Econometrica,
Econometric Society, vol. 76(2), pages 443-450, 03.
- John Stachurski, 2005. "Computing the Distributions of Economic Models Via Simulation," Department of Economics - Working Papers Series 949, The University of Melbourne.
- John Stachurski & University of Melbourne, 2006. "Computing the Distributions of Economic Models via Simulation," Computing in Economics and Finance 2006 185, Society for Computational Economics.
- John Stachurski, 2006. "Computing the Distributions of Economic Models Via Simulation," KIER Working Papers 615, Kyoto University, Institute of Economic Research.
- Nishimura, Kazuo & Stachurski, John, 2005. "Stability of stochastic optimal growth models: a new approach," Journal of Economic Theory, Elsevier, vol. 122(1), pages 100-118, May.
- Chen, Song Xi & Gao, Jiti & Tang, Chenghong, 2005. "A test for model specification of diffusion processes," MPRA Paper 11976, University Library of Munich, Germany, revised Feb 2007. Full references (including those not matched with items on IDEAS)
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