کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10884601 1079419 2012 4 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
BaSAR-A tool in R for frequency detection
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات مدل‌سازی و شبیه سازی
پیش نمایش صفحه اول مقاله
BaSAR-A tool in R for frequency detection
چکیده انگلیسی
Many biological processes are periodic, for example cell cycle expression, circadian rhythms and calcium oscillations. However, measured time series from these processes are commonly short and noisy, and finding frequencies in such data can be challenging. Here we present BaSAR, Bayesian Spectrum Analysis in R, a package for extracting frequency information from time series data. The software uses advanced techniques of Bayesian inference that are well suited for handling typical biological data. The core functions are designed for detecting a single key frequency, without the need for data pre-processing such as detrending. The package is freely available at CRAN - The Comprehensive R Archive Network: http://cran.r-project.org/web/packages/BaSAR.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Biosystems - Volume 110, Issue 1, October 2012, Pages 60-63
نویسندگان
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