Methods and Reproducible Workflows for Partial Least Squares
with Missing Data
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Documentation for package ‘missPLS’ version 0.2.0
Help Pages
| add_missingness | Add missing values to a predictor matrix |
| bromhexine | Bromhexine dataset |
| diagnose_real_data | Diagnose a real dataset |
| impute_pls_data | Impute a predictor matrix |
| octane | Octane dataset |
| ozone_complete | Complete-case ozone dataset |
| run_real_data_study | Run a real-data study |
| run_simulation_study | Run a simulation study |
| select_ncomp | Select the number of PLS components |
| simulate_pls_data | Simulate PLS data |
| summarize_simulation_study | Summarize simulation or real-data study results |
| tetracycline | Tetracycline dataset |