Estimation of variance components in mixed linear models
Júlia Volaufová; Viktor Witkovský
Applications of Mathematics (1992)
- Volume: 37, Issue: 2, page 139-148
- ISSN: 0862-7940
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topVolaufová, Júlia, and Witkovský, Viktor. "Estimation of variance components in mixed linear models." Applications of Mathematics 37.2 (1992): 139-148. <http://eudml.org/doc/15705>.
@article{Volaufová1992,
abstract = {The MINQUE of the linear function $\int ^\{\prime \}\vartheta $ of the unknown variance-components parameter $\vartheta $ in mixed linear model under linear restrictions of the type $\mathbf \{R\}\vartheta = c$ is defined and derived. As an illustration of this estimator the example of the one-way classification model with the restrictions $\vartheta _1 = k\vartheta _2$, where $k \ge 0$, is given.},
author = {Volaufová, Júlia, Witkovský, Viktor},
journal = {Applications of Mathematics},
keywords = {minimum invariant quadratic estimators; MINQUE; mixed linear model; linear restrictions; one-way classification model; minimum invariant quadratic estimators; MINQUE; mixed linear model; linear restrictions; one-way classification model},
language = {eng},
number = {2},
pages = {139-148},
publisher = {Institute of Mathematics, Academy of Sciences of the Czech Republic},
title = {Estimation of variance components in mixed linear models},
url = {http://eudml.org/doc/15705},
volume = {37},
year = {1992},
}
TY - JOUR
AU - Volaufová, Júlia
AU - Witkovský, Viktor
TI - Estimation of variance components in mixed linear models
JO - Applications of Mathematics
PY - 1992
PB - Institute of Mathematics, Academy of Sciences of the Czech Republic
VL - 37
IS - 2
SP - 139
EP - 148
AB - The MINQUE of the linear function $\int ^{\prime }\vartheta $ of the unknown variance-components parameter $\vartheta $ in mixed linear model under linear restrictions of the type $\mathbf {R}\vartheta = c$ is defined and derived. As an illustration of this estimator the example of the one-way classification model with the restrictions $\vartheta _1 = k\vartheta _2$, where $k \ge 0$, is given.
LA - eng
KW - minimum invariant quadratic estimators; MINQUE; mixed linear model; linear restrictions; one-way classification model; minimum invariant quadratic estimators; MINQUE; mixed linear model; linear restrictions; one-way classification model
UR - http://eudml.org/doc/15705
ER -
References
top- C. R. Rao, Estimation of variance and covariance components - MINQUE theory, Journal of Multivariate Analysis 1 (1971), 267-275. (1971) Zbl0223.62086MR0301869
- C. R. Rao, J. Kleffe, Estimation of Variance Components and Applications, volume 3 of Statistics and probability, North-Holland, Amsterdam, New York, Oxford, Tokyo, 1988, first edition. (1988) Zbl0645.62073MR0933559
- C. R. Rao, S. K. Mitra, Generalized Inverse of Matrices and Its Applications, John Wiley & Sons, New York, London, Sydney, Toronto, 1971, first edition. (1971) Zbl0236.15005MR0338013
- J. Seely, 10.1214/aoms/1177696817, Ann. Math. Stat. 41 (1970), 1725-1734. (1970) Zbl0263.62041MR0275559DOI10.1214/aoms/1177696817
- L. R. Verdooren, Practical aspects of variance component estimation, invited lecture for the 4th International Summer School on Problems of Model Choice and Parameter Estimation in Regression Analysis Mülhausen, GDR, May 1979. (1979)
- G. Zyskind, 10.1214/aoms/1177698779, Ann. Math. Stat. 38 (1967), 1092-1110. (1967) MR0214237DOI10.1214/aoms/1177698779
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