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Asymptotic distributions in affiliation networks with an increasing sequence |
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| Authors: | Jing Luo Hong Qin Jianwei Hu Yong Zhang |
| Affiliation: | 1. Department of Statistics, South-Central University for Nationalities, Wuhan, China;2. Department of Statistics, Central China Normal University, Wuhan, China;3. Department of Statistics, Central China Normal University, Wuhan, China |
| Abstract: | A central limit theorem for a linear combination of all the maximum likelihood estimators with an increasing dimension for affiliation networks has been established. Simulation studies are provided to illustrate the asymptotic results. |
| Keywords: | Affiliation network Central limit theorem Increasing number of parameters Maximum likelihood estimator. |