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Rate Distortion Theory for Descriptive Statistics
Rate distortion theory was developed for optimizing lossy compression of data, but it also has applications in statistics. In this paper, we illustrate how rate distortion theory can be used to analyze various datasets. The analysis involves testing, identification of outliers, choice of compression...
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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MDPI
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10047654/ https://www.ncbi.nlm.nih.gov/pubmed/36981344 http://dx.doi.org/10.3390/e25030456 |