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315019

The Residual ANOVA Approach for Factorial Experiment with Confounding Having Simple Block Structure

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Last updated: 28 Dec 2024

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Abstract

Nelder (1965) showed that all simple block structure can be characterized by a set of mutually orthogonal idempotent matrices which define the strata of the block structure. The ANOVA, the mean sums of squares are derivable using the degrees of freedom identities. In this paper, we derive the patterns of the design matrices in factorial experiments with confounding such that each treatment contrast lies within one stratum and hence the residual strata are uncorrelated. Therefore, the residual ANOVA approach may be applied. A simple straight forward procedure for deriving the projection operaters of the residual variance and the residual strata using the degrees of freedom identities is suggested for factorial experiments with confounding which have simple block structure. A numerical example is provided in order to examine the impact of confounding on the variances of confounded and unconfoundedĀ contrasts.

DOI

10.21608/esju.1991.315019

Keywords

Block Structure, Degrees of Freedom, Design Matrix, Factorial Experiments, Confounded Contrast, Residual Analysis of Variance Approach

Authors

First Name

H.F.

Last Name

El-Laithy

MiddleName

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Orcid

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First Name

Mohamed

Last Name

El-Abd

MiddleName

Ahmed

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Orcid

-

Volume

35

Article Issue

2

Related Issue

43185

Issue Date

1991-12-01

Receive Date

2023-08-28

Publish Date

1991-12-01

Page Start

267

Page End

284

Print ISSN

0542-1748

Online ISSN

2786-0086

Link

https://esju.journals.ekb.eg/article_315019.html

Detail API

https://esju.journals.ekb.eg/service?article_code=315019

Order

6

Type

Original Article

Type Code

1,914

Publication Type

Journal

Publication Title

The Egyptian Statistical Journal

Publication Link

https://esju.journals.ekb.eg/

MainTitle

The Residual ANOVA Approach for Factorial Experiment with Confounding Having Simple Block Structure

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Article

Created At

28 Dec 2024