Nonnegative estimation of variance components in multivariate unbalanced mixed linear models with two variance components

Yijun Sun; Bimal K. Sinha; Dietrich von Rosen; Qingyuan Meng

doi:10.1016/S0378-3758(02)00150-7

Nonnegative estimation of variance components in multivariate unbalanced mixed linear models with two variance components

Yijun Sun
, Bimal K. Sinha
, Dietrich von Rosen
, Qingyuan Meng

Microbiology and Immunology

University of Maryland, Baltimore County
Swedish University of Agricultural Sciences

Research output: Contribution to journal › Article › peer-review

6 Scopus citations

Abstract

In this paper, we address the problem of nonnegative estimation of variance components in multivariate unbalanced mixed linear models with two variance components, thus generalizing the results in Mathew et al. (J. Multivariate Anal. 5 (1994) 83). We illustrate our results with an example.

Original language	English
Pages (from-to)	215-234
Number of pages	20
Journal	Journal of Statistical Planning and Inference
Volume	115
Issue number	1
DOIs	https://doi.org/10.1016/S0378-3758(02)00150-7
State	Published - Jul 1 2003

Keywords

Growth curves
Multivariate unbalanced mixed linear models
Nonnegative estimation
Variance components

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10.1016/S0378-3758(02)00150-7

Cite this

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title = "Nonnegative estimation of variance components in multivariate unbalanced mixed linear models with two variance components",

abstract = "In this paper, we address the problem of nonnegative estimation of variance components in multivariate unbalanced mixed linear models with two variance components, thus generalizing the results in Mathew et al. (J. Multivariate Anal. 5 (1994) 83). We illustrate our results with an example.",

keywords = "Growth curves, Multivariate unbalanced mixed linear models, Nonnegative estimation, Variance components",

author = "Yijun Sun and Sinha, \{Bimal K.\} and \{von Rosen\}, Dietrich and Qingyuan Meng",

year = "2003",

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T1 - Nonnegative estimation of variance components in multivariate unbalanced mixed linear models with two variance components

AU - Sun, Yijun

AU - Sinha, Bimal K.

AU - von Rosen, Dietrich

AU - Meng, Qingyuan

PY - 2003/7/1

Y1 - 2003/7/1

N2 - In this paper, we address the problem of nonnegative estimation of variance components in multivariate unbalanced mixed linear models with two variance components, thus generalizing the results in Mathew et al. (J. Multivariate Anal. 5 (1994) 83). We illustrate our results with an example.

AB - In this paper, we address the problem of nonnegative estimation of variance components in multivariate unbalanced mixed linear models with two variance components, thus generalizing the results in Mathew et al. (J. Multivariate Anal. 5 (1994) 83). We illustrate our results with an example.

KW - Growth curves

KW - Multivariate unbalanced mixed linear models

KW - Nonnegative estimation

KW - Variance components

UR - https://www.scopus.com/pages/publications/0038743244

U2 - 10.1016/S0378-3758(02)00150-7

DO - 10.1016/S0378-3758(02)00150-7

M3 - Article

AN - SCOPUS:0038743244

SN - 0378-3758

VL - 115

SP - 215

EP - 234

JO - Journal of Statistical Planning and Inference

JF - Journal of Statistical Planning and Inference

IS - 1

ER -

Nonnegative estimation of variance components in multivariate unbalanced mixed linear models with two variance components

Abstract

Keywords

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