Leiden University Scholarly Publications

Chen, X. 2021

Prediction sets via parametric and nonparametric Bayes: With applications in pharmaceutical industry

Doctoral Thesis

open access

2021-01-06T00:00:00Z; 2021-01-06T00:00:00Z; 2021-01-06T00:00:00Z; 2021-01-06T00:00:00Z; 2021-01-06T00:00:00Z; 2021-01-06T00:00:00Z; 2021-01-06T00:00:00Z; 2021-01-06T00:00:00Z; 2021-01-06T00:00:00Z; 2021-01-06T00:00:00Z; 2021-01-06T00:00:00Z; 2021-01-06T00:00:00Z; 2021-01-06T00:00:00Z; 2021-01-06T00:00:00Z

This thesis consists of five chapters on how to construct prediction sets for different types of data and models in a parametric or nonparametric Bayesian paradigm. The motivation of the models... Show moreThis thesis consists of five chapters on how to construct prediction sets for different types of data and models in a parametric or nonparametric Bayesian paradigm. The motivation of the models comes from applications in pharmaceutical manufacturing and quality control. Show less