Man pages for SLEMI
Statistical Learning Based Estimation of Mutual Information
| aux_deleteNA_df | Removing NAs observations from a data frame |
| aux_theme_publ | Tuning GGplot Themes |
| aux_x_log_y | Calculation of expression x\cdot \log y |
| capacity_logreg_algorithm | Main algorithm to calculate channel capacity by SLEMI... |
| capacity_logreg_main | Estimate channel capacity between discrete input and... |
| capacity_logreg_testing | Testing procedures for estimation of channel capacity |
| capacity_output_graph_boxplots | Plotting output of capacity estimation. Auxiliary functions. |
| data_example1 | Exemplary data set I |
| data_example2 | Exemplary data set II |
| data_nfkb | Data from experiment with NFkB pathway |
| func_formula_generator | Formula generator for logistic regression algorithm |
| func_input_checks | Initial verification of input |
| func_iterative_logreg_update | Iterative updating of prior probabilities in logistic... |
| func_signal_transform | Initial verification and transformation of input variable |
| mi_logreg_algorithm | Main algorithm to calculate mutual information by SLEMI... |
| mi_logreg_main | Estimate mutual information between discrete input and... |
| mi_logreg_testing | Testing procedures for estimation of mutual information |
| output_graphs_main | Plotting output of capacity estimation and additional... |
| prob_discr_pairwise | Calculates Probability of pairwise discrimination |
| sampling_bootstrap | Sampling procedures used for testing capacity algorithm |
| SLEMI-package | SLEMI: Statistical Learning Based Estimation of Mutual... |
