tidychangepoint: A Unified Framework for Analyzing Changepoint Detection in Univariate Time Series
tidychangepoint:单变量时间序列变点分析的统一框架
We present tidychangepoint, a new R package for changepoint detection analysis. Most R packages for segmenting univariate time series focus on providing one or two algorithms for changepoint detection that work with a small set of models and penalized objective functions, and all of them return a custom, nonstandard object type. This makes comparing results across various algorithms, models, and penalized objective functions unnecessarily difficult. tidychangepoint solves…