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phd-thesis/3-manipulation/visual-hand/3-0-results.tex
2024-09-24 22:29:49 +02:00

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\section{Results}
\label{results}
Results of each trial metrics were analyzed with an \ANOVA on a \LMM model, with the order of the two manipulation tasks and the six visual hand renderings (\factor{Order}), the visual hand renderings (\factor{Hand}), the target volume position (\factor{Target}), and their interactions as fixed effects and the \factor{Participant} as random intercept.
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For every \LMM, residuals were tested with a Q-Q plot to confirm normality.
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On statistically significant effects, estimated marginal means of the \LMM were compared pairwise using Tukey's \HSD test.
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Only significant results were reported.
Because \response{Completion Time}, \response{Contacts}, and \response{Time per Contact} measure results were Gamma distributed, they were first transformed with a log to approximate a normal distribution.
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Their analysis results are reported anti-logged, corresponding to geometric means of the measures.