Component analysis is the analysis of two or more
independent variable
Dependent and independent variables are variables in mathematical modeling, statistical modeling and experimental sciences. Dependent variables receive this name because, in an experiment, their values are studied under the supposition or demand ...
s which comprise a
treatment modality
A therapy or medical treatment (often abbreviated tx, Tx, or Tx) is the attempted remediation of a health problem, usually following a medical diagnosis.
As a rule, each therapy has indications and contraindications. There are many different ...
.
It is also known as a dismantling study.
The chief purpose of the component analysis is to identify the component which is efficacious in changing behavior, if a singular component exists.
Eliminating ineffective or less effective components may help with improving social validity, reducing aversive elements, improving generalization and maintenance, as well as administrative efficacy.
It is also a required skill for the
BCBA.
[Behavior Analyst Task List," 2005]
References
Regression analysis
Research
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