Answer to Question #258351 in Statistics and Probability for Madimetja

Question

QUESTION 1. An interdependence technique is defined as one in which no single variable or group of variables are defined as being independent or dependent, the procedure involves the simultaneous analysis of all variables in the set.

QUESTION 2. Exploratory factor analysis is a type of interdependence technique. 

QUESTION 3. Multiple regression technique is a type of dependence technique.

Answer 1

1.

Interdependence techniques are a type of relationship that variables cannot be classified as either dependent or independent. It aims to unravel relationships between variables and/or subjects without explicitly assuming specific distributions for the variables.

2.

An example for interdependence technique is Exploratory factor analysis: a statistical method used to uncover the underlying structure of a relatively large set of variable.

3.

Dependence Techniques are types of multivariate analysis techniques that are used when one or more of the variables can be identified as dependent variables and the remaining variables can be identified as independent.

Multiple regression is a statistical technique that can be used to analyze the relationship between a single dependent variable and several independent variables.