Time Series Exploration, Modelling and Forecasting
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Documentation for package ‘tsutils’ version 0.9.5
Help Pages
| abc | ABC analysis |
| abcxyz | ABC-XYZ visualisation |
| cmav | Centred moving average |
| colour.blend | Opaque colour blending |
| colWins | Winsorise |
| coxstuart | Cox-Stuart test |
| decomp | Classical time series decomposition |
| forecast.theta | Theta method |
| gdpchain | Hierarchy of US real GDP in chained dollars |
| geomean | Geometric mean |
| getOptK | Optimal temporal aggregation level for AR(1), MA(1), ARMA(1,1) |
| lagmatrix | Create lead/lags of a variable |
| lambdaseq | Generate sequence of lambda for LASSO regression |
| leadtrail | Remove leading/training zeros/NAs |
| nemenyi | Nonparametric multiple comparisons (Nemenyi test) |
| nemenyi.sens | Sensitivity of the Nemenyi test to the confidence level |
| plot.abc | ABC analysis |
| plot.theta | Theta method |
| plotS | Plot hierarchy |
| plotSblock | Plot hierarchy as blocks |
| plotSthief | Plot temporal hierarchy |
| plotStree | Plot hierarchy as a tree |
| plotThief | Plot temporal hierarchy |
| referrals | NHS A&E Referrals |
| residout | Residuals control chart |
| rowWins | Winsorise |
| Saugment | Augment hierarchy with discrepancy series |
| seasdummy | Create seasonal dummy variables. |
| seasplot | Seasonal plots with simplistic trend/season tests |
| seastest | Seasonality test |
| Sgroup | Grouped hierarchy S matrix from dimensions |
| Smean | Mean aggregation S matrix |
| Sthief | Temporal hierarchy S matrix |
| theta | Theta method |
| theta.thief | Theta method |
| trendtest | Test a time series for trend |
| tsutils | tsutils: Time Series Exploration, Modelling and Forecasting |
| wins | Winsorise |
| xyz | XYZ analysis |