Processing of 'CARWatch' Sampling Logs and Saliva Data


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Documentation for package ‘carwatch’ version 1.0.1

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as_sample_events Extract the explicit sample-level table
as_study_days Extract the explicit day-level table
auc Compute area under the curve with respect to ground and increase
compute_features Compute the standard CARWatch saliva response feature set
compute_features_from_carwatch Compute CARWatch saliva features using sample position and actual time
conversion_report_editor Edit conversion decisions interactively
convert_raw_logs Convert immutable CARWatch raw logs to canonical Study Results
drop_non_compliant_samples Remove non-compliant observations
extract_registration_schedule Extract the registration-aware protocol schedule
find_non_compliant_samples Identify non-compliant samples
find_sampling_anomalies Identify tube and day mismatches
generate_synthetic_study_data Generate deterministic local CARWatch example data
initial_value Return the initial value in each saliva curve
interactive_sampling_timeline Open an interactive participant-day sampling timeline
max_increase Compute maximum increase from the initial sample
max_value Compute the maximum measured value in each saliva curve
mean_se Compute mean and standard error by sample
merge_saliva Merge laboratory saliva values into canonical Study Results
new_carwatch_results Construct canonical CARWatch results
new_sampling_compliance_checker Configure CARWatch sampling-compliance tolerances
plot_compliance_overview Plot cohort sampling compliance
plot_saliva_curve Plot CARWatch-aligned saliva response curves
plot_sampling_timeline Plot an individual sampling timeline
plot_timing_deviation Plot signed sampling-time deviations
read_conversion_report Read a conversion-issue report CSV
read_manual_diary Read a manual measurement diary
read_raw_logs Read CARWatch raw log files
read_raw_logs_from_participant_dirs Read raw logs from one explicitly mapped folder per participant
read_saliva Read a BioPsyKit-style saliva CSV
read_study_manager_export Read a flat CARWatch Study Manager export
read_study_results Read canonical CARWatch Study Results
saliva_feature_wide_to_long Convert wide saliva features to an analysis-friendly long table
sample_times_datetime_to_minute Convert clock-time sample columns to minutes from the first sample
slope Compute the slope between two saliva samples
standard_features Summarize descriptive saliva features
summarize_compliance Summarize sampling compliance
summarize_protocol Summarize the reconstructed study protocol
summarize_source_audit Compactly summarize a source audit
write_conversion_report Write an editable conversion report
write_study_results Write canonical CARWatch Study Results