Abstract

We introduce the new time series analysis features of scikits.statsmodels. This includes descriptive statistics, statistical tests and several linear model classes, autoregressive, AR, autoregressive moving-average, ARMA, and vector autoregressive models VAR.

Keywords:time series analysisstatisticseconometricsARARMAVARGLSARfilteringbenchmarking