The randomized marker method for single-case randomization tests: Handling data missing at random and data missing not at random

• Published in: Behavior research methods Vol. 54; no. 6; pp. 2905 - 2938
• Main Authors: De, Tamal Kumar, Onghena, Patrick
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.12.2022; Springer Nature B.V
• Subjects: Behavioral Science and Psychology; Cognitive Psychology; Experiments; Missing data; Psychology; Statistical power; Statistics; Missing data; Randomization tests; Simulation; Single-case; Statistical power

Single-case experiments are frequently plagued by missing data problems. In a recent study, the randomized marker method was found to be valid and powerful for single-case randomization tests when the missing data were missing completely at random. However, in real-life experiments, it is difficult...