Application of Linear Mixed-Effect Modeling for the Analysis of Human-in-the-Loop Simulation Experiments
Bernd Lorenz,
Catherine Chalon-Morgan,
Ivan De Visscher
et al.
Abstract:A real-time human-in-the-loop (HITL) simulation is a crucial validation activity in the life cycle of air traffic management operational concept development. When planning HITL simulations, however, researchers face a series of experimental design constraints that often limit the application of advanced statistical data analyses. Linear mixed-effects modeling (LMEM) is a multiple regression analysis technique that is comparatively flexible in considering the covariance present in repeated measures data. This p… Show more
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