On an Important Residual in the GMANOVA-MANOVA Model

Beatrice Byukusenge; Dietrich von Rosen; Martin Singull

doi:10.1007/s42519-021-00235-7

On an Important Residual in the GMANOVA-MANOVA Model

Beatrice Byukusenge
, Dietrich von Rosen
, Martin Singull

Department of Energy and Technology

Publication: Contribution to journal › Journal article › peer-review

Abstract

The main goal of this paper is to study residuals in a special case of the extended growth curve model, called the GMANOVA-MANOVA model. With the help of an example, emphasis is put on the model formulation, interpretation of the model and residuals that vanish, with a discussion about the reasons behind this fact and the consequence of it.

Original language	English
Article number	2
Number of pages	20
Journal	Journal of Statistical Theory and Practice
Volume	16
Issue number	1
DOIs	https://doi.org/10.1007/s42519-021-00235-7
Publication status	Published - 2022

Keywords

GMANOVA-MANOVA model
Maximum likelihood estimators
Residual analysis
Vanishing residuals

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10.1007/s42519-021-00235-7

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title = "On an Important Residual in the GMANOVA-MANOVA Model",

abstract = "The main goal of this paper is to study residuals in a special case of the extended growth curve model, called the GMANOVA-MANOVA model. With the help of an example, emphasis is put on the model formulation, interpretation of the model and residuals that vanish, with a discussion about the reasons behind this fact and the consequence of it.",

keywords = "GMANOVA-MANOVA model, Maximum likelihood estimators, Residual analysis, Vanishing residuals, GMANOVA-MANOVA model, Maximum likelihood estimators, Residual analysis, Vanishing residuals",

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AU - von Rosen, Dietrich

AU - Singull, Martin

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AB - The main goal of this paper is to study residuals in a special case of the extended growth curve model, called the GMANOVA-MANOVA model. With the help of an example, emphasis is put on the model formulation, interpretation of the model and residuals that vanish, with a discussion about the reasons behind this fact and the consequence of it.

KW - GMANOVA-MANOVA model

KW - Maximum likelihood estimators

KW - Residual analysis

KW - Vanishing residuals

KW - GMANOVA-MANOVA model

KW - Maximum likelihood estimators

KW - Residual analysis

KW - Vanishing residuals

UR - https://res.slu.se/id/publ/123366

U2 - 10.1007/s42519-021-00235-7

DO - 10.1007/s42519-021-00235-7

M3 - Journal article

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JO - Journal of Statistical Theory and Practice

JF - Journal of Statistical Theory and Practice

IS - 1

M1 - 2

ER -

On an Important Residual in the GMANOVA-MANOVA Model

Abstract

Keywords

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