| Item type |
紀要論文(ELS) / Departmental Bulletin Paper(1) |
| 公開日 |
2012-01-01 |
| タイトル |
|
|
タイトル |
Psychophysical Threshold Estimates in Logistic Regression Using the Bootstrap Resampling |
|
言語 |
en |
| 言語 |
|
|
言語 |
eng |
| キーワード |
|
|
言語 |
en |
|
主題Scheme |
Other |
|
主題 |
psychophysical threshold |
| キーワード |
|
|
言語 |
en |
|
主題Scheme |
Other |
|
主題 |
bootstrap resampling |
| キーワード |
|
|
言語 |
en |
|
主題Scheme |
Other |
|
主題 |
logistic regression |
| 資源タイプ |
|
|
資源タイプ識別子 |
http://purl.org/coar/resource_type/c_6501 |
|
資源タイプ |
departmental bulletin paper |
| ID登録 |
|
|
ID登録 |
10.15112/00005019 |
|
ID登録タイプ |
JaLC |
| ページ属性 |
|
|
内容記述タイプ |
Other |
|
内容記述 |
P(論文) |
| 著者名(英) |
Mita, Norihiro
Jianli, Jiao
Kani, Kazutaka
Tabuchi, Akio
Hara, Heihachiro
|
| 著者所属(英) |
|
|
|
en |
|
|
Department of Ophthalmology, Kanazawa Medical University |
| 著者所属(英) |
|
|
|
en |
|
|
Department of Science, ShangHai Healthy Vocational and Technical College |
| 著者所属(英) |
|
|
|
en |
|
|
Department of Orthoptics and Visual Science, School of Science, Kyushu University of Health and Welfare |
| 著者所属(英) |
|
|
|
en |
|
|
Department of Sensory Science, Faculty of Health Science and Technology, Kawasaki University of Medical Welfare |
| 著者所属(英) |
|
|
|
en |
|
|
Department of Health Informatics, Faculty of Health and Welfare Services Administration, Kawasaki University of Medical Welfare |
| 抄録(英) |
|
|
|
en |
|
|
We propose the non-parametric bootstrap resampling algorithm for the problem of psychophysical threshold estimates. We use the logistic regression with guessing rate and the log-likelihood ratio test statistics of two samples for testing the hypothesis by using the bootstrap resampling. We apply our algorithm to the visual acuity test, and show that the bootstrap resampling is useful for the problem of the two-sample test when the numbers of observations are not identical between the two samples. We also propose the bootstrap algorithm for one-sample testing to certify the values of parameters and threshold obtained by logistic regression. |
| 書誌情報 |
en : Kawasaki journal of medical welfare
巻 17,
号 2,
p. 58-69,
発行日 2012
|
| 公開者 |
|
|
出版者 |
川崎医療福祉学会 |
| 雑誌書誌ID |
|
|
収録物識別子タイプ |
NCID |
|
収録物識別子 |
AA11108172 |
| ISSN |
|
|
収録物識別子タイプ |
PISSN |
|
収録物識別子 |
1341-5077 |
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