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SOME ASYMPTOTIC INFERENCE IN QUASI-LIKELIHOOD NONLINEAR MODELS:A GEOMETRIC APPROACH |
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| Authors: | Wei Bocheng Tang Niansheng Wang Xueren Dept.of Math. Southeast Univ. Nanjing . Dept.of Statistics Yunan Univ. Kunming |
| Affiliation: | Wei Bocheng 1 Tang Niansheng 1 Wang Xueren 21 Dept.of Math.,Southeast Univ.,Nanjing 2 1 0 0 96.2 Dept.of Statistics,Yunan Univ.,Kunming 650 0 91 |
| Abstract: | A modified Bates and Watts geometric framework is proposed for quasi|likelihood nonlinear models in Euclidean inner product space.Based on the modified geometric framework,some asymptotic inference in terms of curvatures for quasi|likelihood nonlinear models is studied.Several previous results for nonlinear regression models and exponential family nonlinear models etc.are extended to quasi|likelihood nonlinear models. |
| Keywords: | Curvature array quasi|information quasi|likelihood nonlinear models stochastic expansion variance. |
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