Sensory analysis via multi-block multivariate additive PLS splines
| العنوان: | Sensory analysis via multi-block multivariate additive PLS splines |
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| المؤلفون: | Pietro Amenta, Robert Sabatier, Rosaria Lombardo, Myrtille Vivien |
| المساهمون: | Lombardo, Rosaria, Amenta, P, Vivien, M, Sabatier, R. |
| المصدر: | Journal of Applied Statistics. 39:731-743 |
| بيانات النشر: | Informa UK Limited, 2012. |
| سنة النشر: | 2012 |
| مصطلحات موضوعية: | Statistics and Probability, Data set, Multivariate statistics, Nonlinear system, Generalization, Partial least squares regression, Statistics, Statistics, Probability and Uncertainty, Sensory analysis, Mathematics, Variable (mathematics), Block (data storage) |
| الوصف: | In the last decade, much effort has been spent on modelling dependence between sensory variables and chemical–physical ones, especially when observed at different occasions/spaces/times or if collected from several groups (blocks) of variables. In this paper, we propose a nonlinear generalization of multi-block partial least squares with the inclusion of variable interactions. We show the performance of the method on a known data set. |
| تدمد: | 1360-0532 0266-4763 |
| DOI: | 10.1080/02664763.2011.611239 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::562a3a196c82b1d2962c5cdad0312e48 https://doi.org/10.1080/02664763.2011.611239 |
| Rights: | CLOSED |
| رقم الانضمام: | edsair.doi.dedup.....562a3a196c82b1d2962c5cdad0312e48 |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 13600532 02664763 |
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| DOI: | 10.1080/02664763.2011.611239 |