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Pregled bibliografske jedinice broj: 632435

Efficient estimation in the semiparametric normal regression-copula model with a focus on QTL mapping

Basrak, Bojan; Klaassen, A.J. Chris
Efficient estimation in the semiparametric normal regression-copula model with a focus on QTL mapping // From probability to statistics and back : high-dimensional models and processes : a Festschrift in honor of Jon A. Wellner / Banerjee, M. ; Bunea, F. ; Huang, J. ; Koltchinskii, V. ; Maathuis, M. H. (ur.).
Beachwood (OH): Institute of Mathematical Statistics, 2013. str. 20-32

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Naslov
Efficient estimation in the semiparametric normal regression-copula model with a focus on QTL mapping

Autori
Basrak, Bojan ; Klaassen, A.J. Chris

Vrsta, podvrsta i kategorija rada
Poglavlja u knjigama, ostalo

Knjiga
From probability to statistics and back : high-dimensional models and processes : a Festschrift in honor of Jon A. Wellner

Urednik/ci
Banerjee, M. ; Bunea, F. ; Huang, J. ; Koltchinskii, V. ; Maathuis, M. H.

Izdavač
Institute of Mathematical Statistics

Grad
Beachwood (OH)

Godina
2013

Raspon stranica
20-32

ISBN
978-0-940600-83-6

Ključne riječi
semiparametric inference, Van der Waerden, √ n-consistency, linkage analysis, QTL mapping

Sažetak
The semiparametric normal copula model is studied with a correlation matrix that depends on a covariate. The bivariate version of this regression-copula model has been proposed for statistical analysis of Quantitative Trait Loci (QTL) via twin data. Appropriate linear combinations of Van der Waerden’s normal scores rank correlation coefficients yield √ n-consistent estimators of the coefficients in the correlation function, i.e. of the regression parameters. They are used to construct semiparametrically efficient estimators of the regression parameters.

Izvorni jezik
Engleski

Znanstvena područja
Matematika



POVEZANOST RADA

Projekti:
037-0982913-2762 - Deterministički i probabilistički modeli u biologiji (Marušić, Miljenko, MZOS ) ( CroRIS)
037-0372790-2800 - Statistička analiza slučajnih modela i primjene (Huzak, Miljenko, MZOS ) ( CroRIS)

Ustanove:
Prirodoslovno-matematički fakultet, Matematički odjel, Zagreb

Profili:

Avatar Url Bojan Basrak (autor)

projecteuclid.org

Citiraj ovu publikaciju:

Basrak, Bojan; Klaassen, A.J. Chris
Efficient estimation in the semiparametric normal regression-copula model with a focus on QTL mapping // From probability to statistics and back : high-dimensional models and processes : a Festschrift in honor of Jon A. Wellner / Banerjee, M. ; Bunea, F. ; Huang, J. ; Koltchinskii, V. ; Maathuis, M. H. (ur.).
Beachwood (OH): Institute of Mathematical Statistics, 2013. str. 20-32
Basrak, B. & Klaassen, A. (2013) Efficient estimation in the semiparametric normal regression-copula model with a focus on QTL mapping. U: Banerjee, M., Bunea, F., Huang, J., Koltchinskii, V. & Maathuis, M. (ur.) From probability to statistics and back : high-dimensional models and processes : a Festschrift in honor of Jon A. Wellner. Beachwood (OH), Institute of Mathematical Statistics, str. 20-32.
@inbook{inbook, author = {Basrak, Bojan and Klaassen, A.J. Chris}, year = {2013}, pages = {20-32}, keywords = {semiparametric inference, Van der Waerden, √ n-consistency, linkage analysis, QTL mapping}, isbn = {978-0-940600-83-6}, title = {Efficient estimation in the semiparametric normal regression-copula model with a focus on QTL mapping}, keyword = {semiparametric inference, Van der Waerden, √ n-consistency, linkage analysis, QTL mapping}, publisher = {Institute of Mathematical Statistics}, publisherplace = {Beachwood (OH)} }
@inbook{inbook, author = {Basrak, Bojan and Klaassen, A.J. Chris}, year = {2013}, pages = {20-32}, keywords = {semiparametric inference, Van der Waerden, √ n-consistency, linkage analysis, QTL mapping}, isbn = {978-0-940600-83-6}, title = {Efficient estimation in the semiparametric normal regression-copula model with a focus on QTL mapping}, keyword = {semiparametric inference, Van der Waerden, √ n-consistency, linkage analysis, QTL mapping}, publisher = {Institute of Mathematical Statistics}, publisherplace = {Beachwood (OH)} }

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