Work

Detecting mean changes in experience sampling data in real time: A comparison of univariate and multivariate statistical process control methods.

Year: 2021

Type: article

Abstract: ² procedures and support using day averages rather than the original data. Based on these results, we provide some recommendations for optimizing SPC performance when monitoring ESM data as well as a wide range of directions for future research. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Source: Psychological Methods

DOI: 10.1037/met0000447

Authors: Evelien Schat, Francis Tuerlinckx, Arnout C. Smit, Bart De Ketelaere, Eva Ceulemans

Institutions: KU Leuven, University Medical Center Groningen, University of Groningen, Vrije Universiteit Amsterdam

Language: English

Topic: Advanced Statistical Process Monitoring

Subfield: Statistics, Probability and Uncertainty

Field: Decision Sciences

Domain: Social Sciences

Open Access status: green