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Power analysis for a human computer interaction experiment. n subjects are assigned two data entry tasks t1 and t2. If subject Bob performs task t1 with method A then enters task t2 with method B as so:

Bob task1 MethodA Bob task2 MethodB Alice task2 MethodA Alice task1 MethodB

And so on for n subjects. The distribution of task completion times depends on the person, task, and method in the generalized linear model. It is encouraging to see a highly significant effect on Method using relaxed parameters on variance. The R script includes the ANOVA.

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Fractional factorial design HCI experiment

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