Quality Assessment of Electrical Equipment using ANOVA and Linear Regression Techniques

The article concerns utilization of linear regression and analysis of variance (ANOVA) for a set of data regarding the quality of electrical equipment. More precisely, this set of data concerns the nonconformant housings of electric motors for different diameters of housings. Both statistical methods, linear regression and ANOVA are employed to analyse this data with regard to their linear dependency and to check whether this data is likely to come from groups with the same mean.

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Publication Details

Journal
Technium Romanian Journal of Applied Sciences and Technology
Published
2024-10-12
DOI
https://doi.org/10.47577/technium.v24i.11843
Primary Topic
Fault Detection and Control Systems
Type
article
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article

Quality Assessment of Electrical Equipment using ANOVA and Linear Regression Techniques

Cătălin Silviu Nuțu
Technium Romanian Journal of Applied Sciences and Technology
Fault Detection and Control Systems
article

Quality Assessment of Electrical Equipment using ANOVA and Linear Regression Techniques

Cătălin Silviu Nuțu
article en

Abstract

The article concerns utilization of linear regression and analysis of variance (ANOVA) for a set of data regarding the quality of electrical equipment. More precisely, this set of data concerns the nonconformant housings of electric motors for different diameters of housings. Both statistical methods, linear regression and ANOVA are employed to analyse this data with regard to their linear dependency and to check whether this data is likely to come from groups with the same mean.

Technium Romanian Journal of Applied Sciences and TechnologyVol. 24
Constanta Maritime University (RO)
Sustainable cities and communities
Openalex Percentile: Top 80%
Fault Detection and Control Systems
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