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Maximum quasi-likelihood estimation for the near(2) model
Authors:S Perera
Affiliation:University of Kansas Medical Center
Abstract:Abstract.  Maximum quasi-likelihood estimation is investigated for the NEAR(2) model, an autoregressive time series model with marginal exponential distributions. In certain regions of the parameter space, simulations indicate that maximum quasi-likelihood estimators perform better than two-stage conditional least squares estimators in terms of the per cent of estimates falling in the parameter space. The problem of out-of-range estimates is shown to be caused by the lack of information in the data rather than the characteristics of the method of estimation.
Keywords:Exponential  autoregressive  out-of-range estimates  maximum quasi-likelihood estimation  two-stage conditional least squares
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