Model-adaptive tests for regressions

In this thesis, we firstly develop a model-adaptive checking method for partially parametric single-index models, which combines the advantages of both dimension reduction technique and global smoothing tests. Besides, we propose a dimension reduction-based model adaptive test of heteroscedasticity...

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Bibliographic Details
Main Author: Zhu, Xuehu
Format: Others
Language:English
Published: HKBU Institutional Repository 2015
Subjects:
Online Access:https://repository.hkbu.edu.hk/etd_oa/189
https://repository.hkbu.edu.hk/cgi/viewcontent.cgi?article=1188&context=etd_oa