| Téléchargement | - Voir la version finale : Implementation and application of a direct matrix solution multiple-variable linear regression model (PDF, 2.6 Mio)
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| DOI | Trouver le DOI : https://doi.org/10.4224/8895033 |
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| Auteur | Rechercher : Liu, P.; Rechercher : Quinton, J. |
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| Commanditaire | Rechercher : National Research Council Canada. Institute for Ocean Technology; Rechercher : Memorial University of Newfoundland |
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| Format | Texte, Rapport technique |
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| Sujet | multiple-variable linear regression; data interpolation and approximation; experimental design |
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| Résumé | A multiple-variable linear regression model that was formulated by a direct establishment of a system of linear equations was presented. This direct method was then implemented using C programming language. The source code of the implementation was given for four variables. Code for more variables can be extended easily with the source code attached. This mathematical software, called Data Groups Summarizer and Interpolator (DGSI) was applied, as an example, for a set of marine nozzle propeller data including both interpolation to produce curves and creation of linear regression coefficients for interpolation. Interpolation by the DGSI showed an accuracy of less than one-tenth of a percent for a group of nozzle propellers. This method and source code given here are a general-purpose linear regression tool so they can be applied for similar cases in other engineering applications. |
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| Date de publication | 2005 |
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| Maison d’édition | National Research Council Canada. Institute for Ocean Technology |
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| Emplacement | St. John's, Newfoundland, Canada |
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| Série | |
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| Langue | anglais |
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| Numéro du CNRC | NRC-IOT-6310 |
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| Numéro NPARC | 8895033 |
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| Exporter la notice | Exporter en format RIS |
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| Signaler une correction | Signaler une correction (s'ouvre dans un nouvel onglet) |
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| Identificateur de l’enregistrement | 5a1c253f-e1f1-4f3f-a713-f77b58f62da4 |
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| Enregistrement créé | 2009-04-22 |
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| Enregistrement modifié | 2025-12-18 |
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