Man pages for neuroconductor-releases/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. |
| CompCor | CompCor |
| CompCor.HCP | CompCor for HCP data |
| 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.... |
| erode_vol | Erode volumetric mask |
| 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... |
| hat_mat | Hat matrix |
| Matrix_to_VolumeTimeSeries | Applies a 2D/3D mask to a matrix to get a 3D/4D volume time... |
| neighbor_counts | Count each voxel's neighbors with value 'TRUE' |
| out_measures.leverage | Computes PCA leverage. |
| out_measures.robdist | Computes MCD distances. |
| PCATF | PCA Trend Filtering. From: https://github.com/Lei-D/PCATF |
| plot.clever | Plots the outlyingness measures from a clever result. Can... |
| scale_med | Scale data columns robustly |
| sd_hIQR | Estimates standard deviation robustly using the half IQR (and... |
