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Factor Analysis

Authored by Thiyagu Suriya

Professional Development, Education, Other

Professional Development

Used 93+ times

Factor Analysis
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10 questions

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1.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

A multivariate statistical technique for studying interrelationships among variables, usually for discovering underlying constructs or data reduction is known as:

Multiple regression

Factor analysis

Discriminant analysis

Canonical correlation analysis

2.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

In SPSS, orthogonal rotation in factor analysis is called:

Oblimin

Oblimax

Oblique

Varimax

3.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

To determine which variables relate to which factors, a researcher would use:

Factor loadings

Communalities

Eigen values

Beta coefficients

4.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

If a researcher wants to determine the amount of variance in the original variables that is associated with a factor, s/he would use:

Factor loadings

Communalities

Eigen values

Beta coefficients

5.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Each new variable created in a factor analysis is called a

Factor

Indicator

Vector

Design

6.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

In which kind of factor analysis does the researcher have a priori knowledge of the number and nature of the factors?

Exploratory factor analysis

Confirmatory factor analysis

7.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Which is the statistics techniques suitable for checking the Sampling adequacy?

KMO

PCA

CFA

EFA

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