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Data Source: Questionnaire Survey
Types Specific Analytical Methods
Basic Statistics Frequency Distribution; Mean; Median;
Standard Deviation; t?est
Analysis of Variance
Analysis of Covariance; Analysis of Variance;
Association and One?ay ANOVA; Two?ay ANOVA
Correlation
Causal Modeling Correlation; Regression
Factor Analysis Dependent Variable; Independent Variable;
Path Analysis; Structural Equation Modeling
Linear and Multilevel
Analysis Exploratory Factor Analysis; Factor Analysis; Confirmatory
Multilevel Regression Factor Analysis; Oblique Rotation; Rotated Factor
Generalized Linear Model, Hierarchical
Generalized Linear Model; Hierarchical Linear Modeling;
Multicollinearity; Multiple Regression Analysis;
Interaction Effect
Table 1. Instructional Leadership, Transformational Leadership,
Distributed Leadership Quantitative Methods
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