Browsing Mathematics (Faculty of) by Supervisor "Li, Pengfei"
Now showing items 1-4 of 4
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Empirical Likelihood and Bootstrap Inference with Constraints
(University of Waterloo, 2017-01-18)Empirical likelihood and the bootstrap play influential roles in contemporary statistics. This thesis studies two distinct statistical inference problems, referred to as Part I and Part II, related to the empirical ... -
Nonparametric Estimation in a Compound Mixture Model and False Discovery Rate Control with Auxiliary Information
(University of Waterloo, 2020-05-15)In this thesis, we focus on two important statistical problems. The first is the nonparametric estimation in a compound mixture model with application to the malaria study. The second is the control of the false discovery ... -
Semiparametric Empirical Likelihood Inference under Two-sample Density Ratio Models
(University of Waterloo, 2021-08-27)The semiparametric density ratio model (DRM) provides a flexible and useful platform for combining information from multiple sources. It has been widely used in many fields. This thesis considers several important inference ... -
Statistical Analysis with Non-probability Survey Samples
(University of Waterloo, 2020-09-25)The goal of this thesis is to develop inferential procedures with non-probability survey samples. In recent years, the use of non-probability survey samples has become one of the most important topics in the area. Contrast ...