Showing 3 of total 3 results (show query)
johnmackintosh
cusumcharter:Easier CUSUM Control Charts
Create CUSUM (cumulative sum) statistics from a vector or dataframe. Also create single or faceted CUSUM control charts, with or without control limits. Accepts vector, dataframe, tibble or data.table inputs.
Maintained by John MacKintosh. Last updated 4 months ago.
cusumggplot2health-informaticshealthcarequality-improvementrdatatablestatistical-process-control
26 stars 5.11 score 9 scripts
vathymut
dsos:Dataset Shift with Outlier Scores
Test for no adverse shift in two-sample comparison when we have a training set, the reference distribution, and a test set. The approach is flexible and relies on a robust and powerful test statistic, the weighted AUC. Technical details are in Kamulete, V. M. (2021) <arXiv:1908.04000>. Modern notions of outlyingness such as trust scores and prediction uncertainty can be used as the underlying scores for example.
Maintained by Vathy M. Kamulete. Last updated 2 years ago.
data-driftdata-validationdataset-shiftsdrift-detectionmachine-learningmlopsmodel-monitoringmodel-validationperformance-monitoringstatistical-process-controlstatistical-tests
2 stars 5.08 score 40 scriptsjohnmackintosh
spccharter:Automatically Plot, Analyse and Revise Multiple Process Control Charts
Plots multiple control charts, finds signals of improvement, and revises centre line and control limits each time a signal is present.
Maintained by John MacKintosh. Last updated 2 years ago.
healthcarenhsnhsr-communityquality-controlquality-improvementquality-improvement-effortsrdatatablestatistical-process-control
27 stars 3.13 score 2 scripts