Man pages for muschellij2/clever
Calculate Leverage of Component Models
| choose_PCs.kurtosis | Selects the principle components (PCs) of sufficient kurtosis... |
| choose_PCs.variance | Selects the principle components of above-average variance... |
| clever | Identify outliers with 'clever' |
| clever_plot_indiv_panel | Plots one or several outlyingness measures of the same type. |
| Dat1 | Example fMRI Time Series for Subject 1 |
| Dat2 | Example fMRI Time Series for Subject 2 |
| DVARS | Computes the DSE decomposition and DVARS-related statistics.... |
| est_trend | Estimates the trend of 'ts' using a robust discrete cosine... |
| fit.F | Estimates the parameters of the F distribution of MCD... |
| get_leverage_images | Calculate the leverage images for each outlier that meets the... |
| Matrix_to_VolumeTimeSeries | Applies a 2D/3D mask to a matrix to get a 3D/4D volume time... |
| outs.leverage | Determine the leverage outliers |
| outs.robdist | Determine the robust distance outliers |
| PCATF | PCA Trend Filtering. From: https://github.com/Lei-D/PCATF |
| PC.leverage | Computes PCA leverage. |
| PC.robdist | Computes MCD distances. |
| plot.clever | Plots the outlyingness measures from a clever result. Can... |
| scale_med | Centers and scales a matrix robustly for the purpose of... |
| sd_hIQR | Estimates standard deviation robustly using the half IQR (and... |
