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Small Dispersion Asymptotics in Stratified Models

Description:

This dissertation studies the small dispersion asymptotics in highly stratified models. My goal is to show that accurate inferences are possible even if s, the number of strata, is large while m, the number of observations within each stratum, is small, provided that the model ”fit well” in the term...

Keyword:

modified profile likelihood, Inverse Gaussian, effective sample size, exponential dispersion model, MapReduce, and high order expansion

Subject:

Statistics

Creator:

Xuan Mei

Owner:

Scholarly Digital Publishing

Date Uploaded:

04/18/2018

Date Modified:

04/18/2018

Date Created:

2017-01-01

Resource Type:

Dissertation