Simpler section reference labels
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\section{Results}
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\label{sec:results}
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\label{results}
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\subsection{Trial Measures}
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\label{sec:results_trials}
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\label{results_trials}
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All measures from trials were analysed using linear mixed models (LMM) or generalised linear mixed models (GLMM) with \factor{Visual Rendering}, \factor{Amplitude Difference} and their interaction as within-participant factors, and by-participant random intercepts.
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\subsubsection{Discrimination Accuracy}
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\label{sec:discrimination_accuracy}
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\label{discrimination_accuracy}
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A GLMM was adjusted to the \response{Texture Choice} in the 2AFC vibrotactile texture roughness discrimination task, with by-participant random intercepts but no random slopes, and a probit link function (see \figref{results/trial_predictions}).
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\subsubsection{Response Time}
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\label{sec:response_time}
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\label{response_time}
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A LMM analysis of variance (AOV) with by-participant random slopes for \factor{Visual Rendering}, and a log transformation (as \response{Response Time} measures were gamma distributed) indicated a statistically significant effects on \response{Response Time} of \factor{Visual Rendering} (\anova{2}{18}{6.2}, \p{0.009}, see \figref{results/trial_response_times}).
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@@ -61,7 +61,7 @@ The \level{Mixed} rendering was in between (\geomean{1.56}{s} \ci{1.49}{1.63}).
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\subsubsection{Finger Position and Speed}
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\label{sec:finger_position_speed}
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\label{finger_position_speed}
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The frames analysed were those in which the participants actively touched the comparison textures with a finger speed greater than \SI{1}{\mm\per\second}.
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@@ -91,7 +91,7 @@ All pairwise differences were statistically significant: \level{Real} \vs \level
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\subsection{Questionnaires}
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\label{sec:questions}
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\label{questions}
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%\figref{results/question_heatmaps} shows the median and interquartile range (IQR) ratings to the questions in \tabref{questions} and to the NASA-TLX questionnaire.
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