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Distance Based Linear Regression Model And Its Application To Microbiome Association Studies
Title
Distance Based Linear Regression Model And Its Application To Microbiome Association Studies
Author
Sheikhi Kiasari, Masoumeh
Date Created
2021
Subjects--Topical
Mathematics, Statistics
Description
In the past few decades, pairwise distance based statistical methods have beendeveloped to identify spatial and/or temporal clusters of disease, study the association between the dissimilarity of ecological communities and distance in geographical...
Generalized semiparametric varying-coefficient models for longitudinal data
Title
Generalized semiparametric varying-coefficient models for longitudinal data
Author
Qi, Li
Date Created
2015
Subjects--Topical
Mathematics, Statistics, Biometry
Description
In this dissertation, we investigate the generalized semiparametric varying-coefficient models for longitudinal data that can flexibly model three types of covariate effects: time-constant effects, time-varying effects, and covariate-varying effec...