Advanced Statistical Techniques

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7 Terms

1
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Methods like factor analysis or principal components analysis used to reduce large datasets into key variables.

Data Reduction Techniques

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A statistical procedure that combines results from multiple studies to determine overall trends.

Meta-Analysis

3
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A method of fitting regression models by adding or removing predictors based on statistical criteria.

Stepwise Multiple Regression

4
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A multivariate technique that tests theoretical models involving multiple variables and relationships.

Structural Equation Modeling (SEM)

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A method for analyzing patterns in data over time.

Trend Analysis

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A statistical method used to identify underlying factors or constructs within a set of observed variables.

Factor Analysis

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In factor analysis, indicates how much variance a factor explains.

Eigenvalue