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