Publication: On the estimation of functional random effects
dc.affiliation.dpto | UC3M. Departamento de Estadística | es |
dc.contributor.author | Durbán Reguera, María Luz | |
dc.contributor.author | Aguilera Morillo, María del Carmen | |
dc.date.accessioned | 2021-06-25T09:35:59Z | |
dc.date.available | 2021-06-25T09:35:59Z | |
dc.date.issued | 2017-02-01 | |
dc.description.abstract | Functional regression modelling has become one of the most vibrant areas of research in the last years. This discussion provides some alternative approaches to one of the key issues of functional data analysis: the basis representation of curves, and in particular, of functional random effects. First, we propose the estimation of functional principal components by penalizing the norm, and as an alternative, we provide an efficient and unified approach based on B-spline basis and quadratic penalties. | en |
dc.format.extent | 9 | |
dc.identifier.bibliographicCitation | Durban, M. & Aguilera-Morillo, M. C. (2017). On the estimation of functional random effects. Statistical Modelling, 17(1–2), pp. 50–58. | en |
dc.identifier.doi | https://doi.org/10.1177/1471082X16681333 | |
dc.identifier.issn | 1471-082X | |
dc.identifier.publicationfirstpage | 50 | |
dc.identifier.publicationissue | 1-2 | |
dc.identifier.publicationlastpage | 58 | |
dc.identifier.publicationtitle | Statistical Modelling | en |
dc.identifier.publicationvolume | 17 | |
dc.identifier.uri | https://hdl.handle.net/10016/32934 | |
dc.identifier.uxxi | AR/0000019572 | |
dc.language.iso | eng | |
dc.publisher | SAGE | |
dc.rights | © The authors, 2017. Reuse is restricted to non-commercial and no derivative uses. Users may also download and save a local copy of an article accessed in an institutional repository for the user's personal reference. | en |
dc.rights.accessRights | open access | en |
dc.subject.eciencia | Estadística | es |
dc.subject.other | Functional PCA | en |
dc.subject.other | Subject-specific curves | en |
dc.subject.other | Identifiability | en |
dc.subject.other | SOP algorithm | en |
dc.title | On the estimation of functional random effects | en |
dc.type | research article | * |
dc.type.hasVersion | AM | * |
dspace.entity.type | Publication |
Files
Original bundle
1 - 1 of 1
Loading...
- Name:
- Estimation_SM_2017_ps.pdf
- Size:
- 507.57 KB
- Format:
- Adobe Portable Document Format