Title:
Wavelet Functional ANOVA, Bayesian False Discovery Rate, and Longitudinal Measurements of Oxygen Pressure in Rats
Wavelet Functional ANOVA, Bayesian False Discovery Rate, and Longitudinal Measurements of Oxygen Pressure in Rats
| dc.contributor.author | Rosner, Gary L. | |
| dc.contributor.author | Vidakovic, Brani | |
| dc.contributor.corporatename | Duke University. Institute of Statistics and Decision Sciences | |
| dc.contributor.corporatename | Duke University. Dept. of Community and Family Medicine | |
| dc.date.accessioned | 2008-12-10T20:39:42Z | |
| dc.date.available | 2008-12-10T20:39:42Z | |
| dc.date.issued | 2000 | |
| dc.description.abstract | Linear models can be functional in terms of independent or response variables or both. In functional ANOVA-type models often used to model longitudinal measurements and general time series, however, all components have a functional form. One of the main problems in inference using such models is the intrinsic dependence in “time” that makes pointwise inference difficult. We propose performing the inference in the wavelet domain instead of the time domain. Transformations by orthogonal wavelets preserve the structure of the linear model and, at the same time, decorrelate the data. The proposed methodology is applied to longitudinal measurements from experiments measuring oxygen pressure in tumor-bearing rats. | en |
| dc.identifier.uri | http://hdl.handle.net/1853/25943 | |
| dc.language.iso | en_US | en |
| dc.publisher | Georgia Institute of Technology | en |
| dc.relation.ispartofseries | Biomedical Engineering Technical Report ; G02/2000 | en |
| dc.subject | Wavelet ANOVA | en |
| dc.subject | Shrinkage | en |
| dc.subject | Adaptivity | en |
| dc.subject | Denoising | en |
| dc.subject | Bayesian hierarchical models | en |
| dc.title | Wavelet Functional ANOVA, Bayesian False Discovery Rate, and Longitudinal Measurements of Oxygen Pressure in Rats | en |
| dc.type | Text | |
| dc.type.genre | Technical Report | |
| dspace.entity.type | Publication | |
| local.contributor.author | Vidakovic, Brani | |
| local.contributor.corporatename | Wallace H. Coulter Department of Biomedical Engineering | |
| local.contributor.corporatename | College of Engineering | |
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