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MixedANOVA

Mixed-design (split-plot) ANOVA.

This is used to test for differences between two or more independent groups in which participants also contain multiple conditions (e.g. repeated measures). Thus, in a mixed-design ANOVA model, one factor (a fixed effects factor) is a between-subjects variable and the other (a random effects factor) is a within-subjects variable. This node creates 2 new axes: a Statistic axis with the label 'statistic_types' containing the stats terms (Sum of squares, Degrees of freedom (effect), Degrees of freedom (error), Mean squares, F-values, p-values, and effect sizes) and a Feature axis with the label 'explanatory_variables' containing the design factors (Between, Within, and Interaction). More Info... Version 0.1.0

Ports/Properties

data

A packet containing at least one signal chunk with an instance axis.

  • verbose name: Data
  • default value: None
  • port type: DataPort
  • value type: Packet (can be None)
  • data direction: INOUT

between_factor

Name of between-subjects factor.

  • verbose name: Between Factor
  • default value: Group
  • port type: StringPort
  • value type: str (can be None)

within_factor

Name of within-subjects factor.

  • verbose name: Within Factor
  • default value: Marker
  • port type: StringPort
  • value type: str (can be None)

subject_header

Name of subject column header.

  • verbose name: Subject Header
  • default value: Subject
  • port type: StringPort
  • value type: str (can be None)

use_caching

Enable caching.

  • verbose name: Use Caching
  • default value: False
  • port type: BoolPort
  • value type: bool (can be None)

num_procs

Number of parallel processes to use. The maximum would be the number of channels in the data. If given as -1, this will use one process per core on the system, and if given as None, this will use as many processes as there are cores in the system, divided by OMP_NUM_THREADS (or 4 if not present).

  • verbose name: Num Procs
  • default value: 1
  • port type: IntPort
  • value type: int (can be None)

set_breakpoint

Set a breakpoint on this node. If this is enabled, your debugger (if one is attached) will trigger a breakpoint.

  • verbose name: Set Breakpoint (Debug Only)
  • default value: False
  • port type: BoolPort
  • value type: bool (can be None)

metadata

User-definable meta-data associated with the node. Usually reserved for technical purposes.

  • verbose name: Metadata
  • default value: {}
  • port type: DictPort
  • value type: dict (can be None)