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Analyzing Brainstem Auditory Responses in Alzheimer using Order Restricted Methods

Liu, Xinzhu (2012) In Master's Theses in Mathematical Sciences MASM01 20122
Mathematical Statistics
Abstract (Swedish)
Two kinds of order restricted methods, isotonic regression and taut strings are used in this paper to model brainstem auditory responses in Alzheimer disease. It is shown that the two methods present similar result but taut string method is faster in practical use. Residual bootstrap technique is also used to help analyze features. Order restricted methods are versatile and help in the identification of main features in the responses that can help in discriminating between Alzheimer's patients and healthy individual.
Please use this url to cite or link to this publication:
author
Liu, Xinzhu
supervisor
organization
course
MASM01 20122
year
type
H2 - Master's Degree (Two Years)
subject
publication/series
Master's Theses in Mathematical Sciences
report number
LUNFMS-3042-2012
ISSN
1404-6342
other publication id
2012:E36
language
English
id
3132731
date added to LUP
2012-10-25 11:57:33
date last changed
2024-10-23 17:17:41
@misc{3132731,
  abstract     = {{Two kinds of order restricted methods, isotonic regression and taut strings are used in this paper to model brainstem auditory responses in Alzheimer disease. It is shown that the two methods present similar result but taut string method is faster in practical use. Residual bootstrap technique is also used to help analyze features. Order restricted methods are versatile and help in the identification of main features in the responses that can help in discriminating between Alzheimer's patients and healthy individual.}},
  author       = {{Liu, Xinzhu}},
  issn         = {{1404-6342}},
  language     = {{eng}},
  note         = {{Student Paper}},
  series       = {{Master's Theses in Mathematical Sciences}},
  title        = {{Analyzing Brainstem Auditory Responses in Alzheimer using Order Restricted Methods}},
  year         = {{2012}},
}