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M+S23FR

Authored by Sarah Amro

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M+S23FR
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44 questions

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1.

MULTIPLE CHOICE QUESTION

15 mins • 1 pt

_____ are underlying constructs that are not directly observable and cannot be measured by one single thing.

Observable variables

Factor variables

Latent variables

Multi variables

2.

MULTIPLE CHOICE QUESTION

15 mins • 1 pt

Which of the following statements is NOT true regarding confirmatory factor analysis (CFA)?

CFA requires you to predetermine the number of factors.

CFA is best used in situation where you have no expectations of what the outcome of your analysis would be.

CFA requires you to predetermine which observable variables are related to each factor.

CFA requires you to predetermine a specific hypothesis.

3.

MULTIPLE CHOICE QUESTION

15 mins • 1 pt

Which of the following statements regarding exploratory factor analysis (EFA) is NOT correct?

EFA involves a specific hypothesis based on previous research or theory.

EFA identifies the factor structure.

EFA can explain a maximum variance amount.

EFA does not require you to predetermine the number of factors or the relationship between the factors and the observed variables.

4.

MULTIPLE CHOICE QUESTION

15 mins • 1 pt

Which of the following is NOT one of the primary goals of factor analysis?

Determine how many factors underlie a set of observable variables.

Provide a method of explaining variance among observable variables by using fewer, newly created factors.

Define the meaning or content of the observable variables.

Reduce data by allowing us to extract a small set of factors from a larger set of observable variables.

5.

MULTIPLE CHOICE QUESTION

15 mins • 1 pt

What is factor analysis?

A statistical method that is used to determine whether a group of observable variables are related to a smaller group of underlying factors.

A statistical method used to calculate the correlations between underlying factors.

A statistical method used to determine whether there are differences between observable variables.

None of these answers are correct.

6.

MULTIPLE CHOICE QUESTION

15 mins • 1 pt

T/F: Chi-Square looks to see if two categorical variables are related.

True

False

7.

MULTIPLE CHOICE QUESTION

15 mins • 1 pt

T/F: Sampling error is any error that is due to variance in your sampled group of people.

False

True

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