A Bootstrap-Based Power Estimation Tool for Spatial
Transcriptomics
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Documentation for package ‘PoweREST’ version 0.1.0
Help Pages
| fit_powerest | Fit the power surface |
| fit_XGBoost | Fit with XGBoost |
| plotly_powerest | 3D interactive visualization |
| PoweREST | Bootstrap resampling and power calculation upon ST data |
| PoweREST_gene | Bootstrap resampling and power estimation for one single gene |
| PoweREST_subset | Bootstrap resampling and power calculation for a subset of genes |
| power_example | An example of power results with multiple replicates number |
| pred_powerest | Power value prediction |
| pred_XGBoost | Prediction results from XGBoost |
| result_example | An example of power results from PoweREST |
| vis_powerest | Visualization of the power surface |
| vis_XGBoost | Visualization of the power estimations from XGBoost |