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Filtering by: Creator Shang, Boyang Keyword custom subsampling Keyword diversity subsampling Subject Industrial engineering

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1. Space-Filling Designed Sampling from Databases

Description:: This thesis develops novel methods for generating space-filling designs inside a designspace and subsampling from a data set. It incorporates materials from two papers by the author: Shang and Apley 2021; Shang, Apley, and Mehrotra 2022a. Chapter 1 discusses space-filling designs of computer experiments, which is publishedas Shang and Apley...
Keyword:: fully-sequential, diversity subsampling, design of computer experiments, space-filling, and custom subsampling
Subject:: Industrial engineering and Statistics
Creator:: Shang, Boyang
Owner:: Scholarly Digital Publishing
Language:: en
Date Uploaded:: 09/22/2022
Date Created:: 2022-01-01
Resource Type:: Dissertation
Alternate Identifier:: etdadmin_upload_919274 and http://dissertations.umi.com/northwestern:16168