Northwestern University

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Filtering by: Keyword diversity subsampling Resource type Dissertation Subject Statistics

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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