Man pages for envoutliers
Methods for Identification of Outliers in Environmental Data
| boxcoxTransform | Box-Cox transformation of data - Only intended for developer... |
| changepoint | Changepoint analysis - Only intended for developer use |
| changepoint.plot | Changepoint outlier detection plot - Only intended for... |
| chebyshev.inequality.detect | Chebyshev inequality based identification of outliers on... |
| controlchart.plot | Control chart outliers detection plot - Only intended for... |
| control.limits.R | Limits for control chart _R_ - Only intended for developer... |
| control.limits.s | Limits for control chart _s_ - Only intended for developer... |
| control.limits.x | Limits for control chart _x_ - Only intended for developer... |
| EV.plot | Extreme value outlier detection plot - Only intended for... |
| extremal.index.censored | Extremal index estimation (Holesovsky and Fusek, 2020) - Only... |
| extremal.index.gomes | Extremal index estimation (Gomes, 1993) - Only intended for... |
| extremal.index.intervals | Extremal index estimation (Ferro and Segers, 2003) - Only... |
| extremal.index.Kgaps | Extremal index estimation (Suveges and Davison, 2010) - Only... |
| extremal.index.runs | Extremal index estimation (Smith and Weissman, 1994) - Only... |
| extremal.index.sliding.blocks | Extremal index estimation (Northrop, 2015) - Only intended... |
| find.alpha | Parameter _alpha_ for Quantiles of normal distribution based... |
| find.L | Parameter L for Chebyshev inequality based outlier detection... |
| get.norm | Table of Control Charts Constants - Only intended for... |
| grubbs.detect | Grubbs test based identification of outliers on segments -... |
| grubbs.test | Outlier detection using Grubbs test - Only intended for... |
| KRDetect.outliers.changepoint | Identification of outliers using changepoint analysis |
| KRDetect.outliers.controlchart | Identification of outliers using control charts |
| KRDetect.outliers.EV | Identification of outliers using extreme value theory |
| KRDetect.outliers.plot | Outlier detection plot |
| mc.left | Left medcouple (LMC) - Only intended for developer use |
| mc.right | Right medcouple (RMC) - Only intended for developer use |
| mc.test | Robust medcouple MC-LR test - Only intended for developer use |
| Moment.gpd.fit | Moment estimates of GP distribution parameters - Only... |
| MRL.plot | Mean residual life (MRL) plot |
| normal.distr.quantiles.detect | Normal distribution based identification of outliers on... |
| plot.KRDetect | Outlier detection plot |
| return.level.est | Return level estimation - Only intended for developer use |
| segment.length.control | Segment length control - Only intended for developer use |
| smoothing | Kernel regression smoothing |
| stability.plot | Stability plot |
| summary.KRDetect | Summary of the outlier detection results |
