For the following study, what would be the most appropriate statistical technique? A study in which a researcher measures 16 variables and wants to explore whether there are any simpler groupings of variables underlying these 16. Choose the correct answer below. O A. t test for independent means OB. one-way analysis of variance OC. bivariate correlation and regression O D. multivariate analysis of variance, probably followed up by univariate analyses of variance O E. factor analysis O F. reliability statistics, such as Cronbach's alpha and test-retest reliability O G. multilevel modeling O H. causal modeling (path analysis or structural equation modeling)

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For the following study what would be the most appropriate statistical technique.  (See picture for more details)

For the following study, what would be the most appropriate statistical technique?
A study in which a researcher measures 16 variables and wants to explore whether there are any simpler groupings of variables underlying these 16.
Choose the correct answer below.
O A. t test for independent means
OB
one-way analysis of variance
OC. bivariate correlation and regression
O D. multivariate analysis of variance, probably followed up by univariate analyses of variance
O E. factor analysis
O F. reliability statistics, such as Cronbach's alpha and test-retest reliability
O G. multilevel modeling
O H. causal modeling (path analysis or structural equation modeling)
Transcribed Image Text:For the following study, what would be the most appropriate statistical technique? A study in which a researcher measures 16 variables and wants to explore whether there are any simpler groupings of variables underlying these 16. Choose the correct answer below. O A. t test for independent means OB one-way analysis of variance OC. bivariate correlation and regression O D. multivariate analysis of variance, probably followed up by univariate analyses of variance O E. factor analysis O F. reliability statistics, such as Cronbach's alpha and test-retest reliability O G. multilevel modeling O H. causal modeling (path analysis or structural equation modeling)
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