stl-decomp-4j:Seasonal-Trend-Loess时间序列分解算法的Java实现

上传者: 42175971 | 上传时间: 2022-12-04 11:28:34 | 文件大小: 1.85MB | 文件类型: ZIP
黄土时间序列的季节性分解 Seasonal-Trend-Loess(STL)算法将时间序列分解为季节,趋势和残差成分。 该算法使用( 为原始论文)来平滑循环子序列(例如,下例中所示的CO 2数据中的所有January值)。 从信号中去除季节性之后,对余数进行平滑处理(分多个步骤)以找到趋势。 重复此过程,并可能包括利用Loess的加权最小二乘法基础进行的鲁棒性迭代,以消除异常值的影响。 详细信息在进行了描述。 stl-decomp-4j是可从获得的原始Ratfor / Fortran的Java端口(为;也包含在examples/StlPerfTest/fortran_benchmark ),已扩展为支持局部二次插值。 stl-decomp-4j期望间隔均匀的数据且没有缺失值,类似于原始的Fortran版本(以及和版本,它们都在后台使用原始的Fortran版本)。 查看了解TODO等。

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