Man pages for matthewquinn1/changepointSelect
Automated Selection of Changepoints using Empirical P-Values and Trimming
| basicSegmentCorrection | Performs a basic segment correction. |
| generateSample | Generate a random sample of observations |
| getBestFitBySegment | Preliminarily find the most appropriate model (constant,... |
| getChangepoints | Find the optimal set of changepoints based on a significance... |
| getHarmonicFit | Get the RMSE using harmonic regression |
| getHarmonicRMSE | Get the RMSE using harmonic regression |
| getLinearFit | Get the fit using linear regression |
| getLinearRMSE | Get the RMSE using linear regression |
| getLogLik | Get the log-likelihood |
| getPiecewiseRMSE | Get the RMSE using piecewise regressions |
| getPValue | Get the empirical p-value for a new set of changepoints |
| trimChangepoints | Trim proposed changepoints arising from linear trends or... |
| trimLinearTrends | Trim proposed changepoints arising from linear trends |
| trimLinearTrendsAndSeasonality | Trim proposed changepoints arising from linear trends or... |
| trimSeasonality | Trim proposed changepoints arising from seasonality |
