Implementation of SparseMDC Algorithm
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Documentation for package ‘SparseMDC’ version 0.99.5
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| cell_type_biase | Biase Data Cell Type |
| condition_biase | Biase Data Conditions |
| data_biase | Biase Data |
| generate_uni_dat | Uniform data generator For use with the gap statistic. Generates datasets drawn from the reference distribution where each reference feature is generated uniformly over the range of observed values for that feature. |
| lambda1_calculator | Lambda 1 Calcualtor |
| lambda2_calculator | Lambda 2 Calculator |
| mu_calc | mu Calculator |
| mu_solver | Mu Solver |
| pen_calculator | Penalty calculator |
| pre_proc_data | Pre-process data |
| score_calc | Score calculator |
| sdc_mpar | SparseDC Multi Parallel |
| sparsemdc_gap | Gap Statistic Calculator |
| sparse_mdc | SparseDC Multi |
| S_func | The soft thresholding operator |
| update_c | update_c |
| update_mu | update_mu |