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Importantly, all events in this study, both auditory and visual, were clearly distinguishable as distinct signals, mitigating any possible intra-modal grouping effects.
The second interpretation of the Kim & Cave results is that color and shape, being in this case both very easily discriminable (green versus red and squares versus circles) induce strong gestalt grouping effects [15], [19], [20].
We interpret these results as supporting the existence of a two-stage process: first, salience is initially computed from the addition of feature maps, as predicted by Guided Search Theory, and then grouping effects are involved at a later stage, after a 360 ms delay in our Experiment.
In the previous control experiment, we assessed that differential grouping effects could explain about 20 percent of the difference in performance between retro-cue and post-cue conditions in Experiments 1 and 2. In the present experiment, more complex stimuli (either eight alphanumeric or eight horoscope characters; Fig. 6a/b) were employed in a similar design to the previous experiments.
Some p values remained just above the significance level, most likely due to grouping effects.
Our model also inherits grouping effects for only input (or output) groups.
Similar(45)
Thus elastic net regression support shrinkage of coefficients as well as grouping effect.
For the HDRS24 items, item 1 (depressed mood) showed large within-group effects and the largest between treatment group effect of all the HDRS24 items.
In general, ITT analysis attenuates between-group effects.
Group effects, although not strong, were apparent for some items.
We find strong peer group effects in the laboratory.
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