Man pages for bnaras/SBCpip
Stanford Blood Center Platelet Inventory Prediction
| add_days_of_week_columns | Add columns for days of the week to smoothed data |
| build_prediction_table | Given the configuration and prediction data frame, build a... |
| create_cbc_features | Construct a tibble containing the quartiles of the CBC values... |
| create_dataset | Construct a dataset for use in forecasting |
| get_prediction_and_usage | Get the actual prediction and platelet usage data from saved... |
| get_SBC_config | Get the global package variable 'sbc_config'. |
| ma | Computing moving average of all past values including last... |
| model_config_changed | Check if model parameters have changed in two configurations. |
| ms | Computing moving sum of all past values including last value... |
| predict_for_date | Predict usage for a specified date |
| process_all_cbc_files | Process all cbc files in a folder and generate qc reports |
| process_all_census_files | Process all census files in a folder and generate qc reports |
| process_all_inventory_files | Process all inventory files in a folder and generate qc... |
| process_all_transfusion_files | Process all transfusion files in a folder and generate qc... |
| process_data_for_date | Process data for a particular date by reading files per... |
| read_one_cbc_file | Read a single cbc file data and return it, as is |
| read_one_census_file | Read a single census file data and return it, as is |
| read_one_inventory_file | Read a single inventory file and return it, as is |
| read_one_transfusion_file | Read a single transfusion file data and return it, as is |
| reset_config | Reset the global package variable 'sbc_config' |
| save_report_file | Save a generated report file in the report folder with the... |
| sbc_dashboard | Run the Stanford Blood Center dashboard app |
| scale_dataset | Scale the dataset and return the scaling parameters |
| set_config_param | Set SBC configuration parameter to a specified value |
| set_initial_collection_data | Set the SBC initial number of units that will be collected... |
| set_initial_expiry_data | Set the SBC initial number of units that will expire in a day... |
| smooth_cbc_features | Smooth the CBC features using a moving average |
| summarize_and_clean_cbc | Summarize and clean the raw cbc data |
| summarize_and_clean_census | Summarize and clean the raw census data |
| summarize_and_clean_inventory | Summarize and clean the raw transfusion data |
| summarize_and_clean_transfusion | Summarize and clean the raw transfusion data |
