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Purdue University
On New Approaches for Variable Selection under Single Index Model and DNA Methylation Status Calling
Abstract
dc:description.abstractThis thesis consists of two main components: a regularization based variable selection method for the single index model and a novel classification based method for DNA methylation status calling for bisulphite-sequencing data.
Degree
thesis:*- Name thesis:degree_name
- Doctor of Philosophy (PhD)
- Level thesis:degree_level
- Dissertation
- Discipline thesis:degree_discipline
- Statistics
- Year
- 2015
Author and committee
dc:creator, dc:contributor.*- Author dc:creator
-
- Cheng, Longjie
- Contributors dc:contributor
-
- Michael Yu Zhu
- Rebecca W. Doerge
- Mary Ellen Bock
- Jun Xie
Identifiers
dc:identifier.*- Repository record dc:identifier
- https://docs.lib.purdue.edu/open_access_dissertations/1104
- OAI identifier oai:identifier
- oai:docs.lib.purdue.edu:open_access_dissertations-2320