Statistical analysis (Gaussian-based analysis, regression, correlation, statistical process control, intervention analysis).
Most of the anomaly detection methodology literature has focused on two broad areas of research [9, 13, 14]: Statistical analysis (Gaussian-based analysis, regression, correlation, statistical process control, intervention analysis) Machine learning (supervised learning, unsupervised learning, semi-supervised learning).
The extracted data included the author names and title of the study, year of publication, diagnostic criteria, study size, age and sex of the participants, methodological information, type of acupuncture, treatment process, control interventions, outcomes and adverse effects.
We developed a dynamic, stochastic, individual based model of MRSA transmission in an intensive care unit (fig 1), simulating the movement of patients, transmission process, and control interventions as well as associated patient outcomes (numbers of infections, discharges, and deaths).
A participant satisfaction and study feasibility survey was purpose-developed for each intervention group by adapting and adding to a process evaluation for another weight control intervention [ 54].
We analyzed the impact associated with an intervention based on process control and performance feedback to decrease central line-associated bloodstream infection (CLABSI) rates.
The uptake of larviciding by policymakers in West Africa presents an opportunity to better understand policymaking processes for vector control interventions and accelerate access to new vector control tools.
By using statistical process control we could demonstrate a clear association between interventions and improvements.
The overarching objective of this study was to compare the effects of these interventions and an attention control intervention on depression-related behaviors, care processes, and outcomes.
Pre- and post-intervention note completion rates were analyzed using statistical process control (SPC) methods, specifically p-charts [ 19].
Although the process evaluation largely focuses on the IPS intervention group, qualitative interviews will also be conducted with participants in the control intervention group to get an idea of what control measures the ordinary follow-up has consisted of.
