CircStat: AMATLABToolbox for Circular Statistics
| العنوان: | CircStat: AMATLABToolbox for Circular Statistics |
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| المؤلفون: | Philipp Berens |
| المصدر: | Journal of Statistical Software; Vol 31 (2009); 1-21 Journal of statistical software Journal of Statistical Software, Vol 31, Iss 10 (2009) |
| بيانات النشر: | Foundation for Open Access Statistic, 2009. |
| سنة النشر: | 2009 |
| مصطلحات موضوعية: | Statistics and Probability, MATLAB, Computer science, Directional statistics, rayleigh test, computer.software_genre, Machine learning, Software, Statistics, Statistical analysis, Statistical theory, Matlab toolbox, lcsh:Statistics, lcsh:HA1-4737, computer.programming_language, business.industry, circular statistics, directional statistics, Toolbox, Data mining, Artificial intelligence, Statistics, Probability and Uncertainty, business, computer, Phase amplitude coupling |
| الوصف: | Directional data is ubiquitious in science. Due to its circular nature such data cannot be analyzed with commonly used statistical techniques. Despite the rapid development of specialized methods for directional statistics over the last fifty years, there is only little software available that makes such methods easy to use for practioners. Most importantly, one of the most commonly used programming languages in biosciences, MATLAB, is currently not supporting directional statistics. To remedy this situation, we have implemented the CircStat toolbox for MATLAB which provides methods for the descriptive and inferential statistical analysis of directional data. We cover the statistical background of the available methods and describe how to apply them to data. Finally, we analyze a dataset from neurophysiology to demonstrate the capabilities of the CircStat toolbox. |
| وصف الملف: | PB |
| تدمد: | 1548-7660 |
| الوصول الحر: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::febe0bff74587d8e1391325a16bf26c9Test https://doi.org/10.18637/jss.v031.i10Test |
| حقوق: | OPEN |
| رقم الانضمام: | edsair.doi.dedup.....febe0bff74587d8e1391325a16bf26c9 |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 15487660 |
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