Applications of technology and large data in statistics education and statistical graphics
dc.contributor.advisor | Heike Hofmann | |
dc.contributor.author | Maurer, Karsten | |
dc.contributor.department | Statistics | |
dc.date | 2018-08-11T17:59:22.000 | |
dc.date.accessioned | 2020-06-30T02:58:07Z | |
dc.date.available | 2020-06-30T02:58:07Z | |
dc.date.copyright | Thu Jan 01 00:00:00 UTC 2015 | |
dc.date.embargo | 2001-01-01 | |
dc.date.issued | 2015-01-01 | |
dc.description.abstract | <p>This dissertation is a composite of research preformed in the fields of statistics education and statistical graphics. The three body chapters stand as the pillars of this work; tied together by the common theme of overcoming challenges and grasping opportunities that are posed by emerging technologies and prodigious data sources. In Chapter 1 a review of the literature is conducted to lay the foundation upon which the work of the main body chapters is built. Chapter 2 is an educational experiment comparing the learning outcomes from simulation-based and traditional statistical inference curricula. Chapter 3 studies the development of a shiny application to connect students to large data. Chapter 4 contributes to research on binned scatterplots as a graphical tool for visualizing large data. Each body chapter in this dissertation is intended be submitted for publication individually; therefore, more detailed abstracts may be found at the beginning of each chapter.</p> | |
dc.format.mimetype | application/pdf | |
dc.identifier | archive/lib.dr.iastate.edu/etd/14639/ | |
dc.identifier.articleid | 5646 | |
dc.identifier.contextkey | 8049404 | |
dc.identifier.doi | https://doi.org/10.31274/etd-180810-4191 | |
dc.identifier.s3bucket | isulib-bepress-aws-west | |
dc.identifier.submissionpath | etd/14639 | |
dc.identifier.uri | https://dr.lib.iastate.edu/handle/20.500.12876/28824 | |
dc.language.iso | en | |
dc.source.bitstream | archive/lib.dr.iastate.edu/etd/14639/Maurer_iastate_0097E_15120.pdf|||Fri Jan 14 20:23:58 UTC 2022 | |
dc.subject.disciplines | Instructional Media Design | |
dc.subject.disciplines | Statistics and Probability | |
dc.subject.keywords | Statistics | |
dc.subject.keywords | binned scatterplots | |
dc.subject.keywords | educational technology | |
dc.subject.keywords | graphics | |
dc.subject.keywords | simulation-based learning | |
dc.subject.keywords | statistics education | |
dc.title | Applications of technology and large data in statistics education and statistical graphics | |
dc.type | article | |
dc.type.genre | dissertation | |
dspace.entity.type | Publication | |
relation.isOrgUnitOfPublication | 264904d9-9e66-4169-8e11-034e537ddbca | |
thesis.degree.level | dissertation | |
thesis.degree.name | Doctor of Philosophy |
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