Man pages for imp4p
Imputation for Proteomics
| estim_bound | Estimation of lower and upper bounds for missing values. |
| estim_mix | Estimation of a mixture model of MCAR and MNAR values in each... |
| fast_apply_nb_na | Function similar to the function... |
| fast_apply_nb_not_na | Function similar to the function... |
| fast_apply_sd_na_rm_T | Function similar to the function... |
| fast_apply_sum_na_rm_T | Function similar to the function... |
| fast_sim | Function to compute similarity measures between a vector and... |
| gen_cond | Function allowing to create a vector indicating the... |
| imp4p-package | Introduction to the IMP4P package |
| impute_igcda | Imputing missing values by assuming that the distribution of... |
| impute_mi | Imputation of data sets containing peptide intensities with a... |
| impute_mix | Imputation using a decision rule under an assumption of a... |
| impute_mle | Imputing missing values using a maximum likelihood estimation... |
| impute_pa | Imputation of peptides having no value in a biological... |
| impute_PCA | Imputing missing values using Principal Components Analysis. |
| impute_rand | Imputation of peptides with a random value. |
| impute_RF | Imputing missing values using Random Forest. |
| impute_slsa | Imputing missing values using an adaptation of the LSimpute... |
| mi_mix | Multiple imputation from a matrix of probabilities of being... |
| miss_mcar_process | Estimating the MCAR mechanism in a sample. |
| miss_total_process | Estimating the missing data mechanism in a sample. |
| pi_mcar_karpievitch | Estimating the proportion of MCAR values in biological... |
| pi_mcar_logit | Estimating the proportion of MCAR values in a sample using a... |
| pi_mcar_probit | Estimating the proportion of MCAR values in a sample using a... |
| proba_mcar_tab | Estimation of a matrix of probabilities that missing values... |
| prob_mcar | Estimation of a vector of probabilities that missing values... |
| sim_data | Simulation of data sets by controlling the proportion of MCAR... |
| translatedRandomBeta | Function to generated values following a translated Beta... |
