A) Analysis of continuous variables only B) Analysis of a single variable C) Analysis of two variables D) Analysis of multiple variables simultaneously
A) Principal component analysis B) T-test C) Chi-square test D) ANOVA
A) ANOVA B) Regression analysis C) Cluster analysis D) Correlation analysis
A) To determine outliers B) To determine correlation coefficients C) To determine descriptive statistics D) To determine which variables discriminate between two or more group
A) To identify outliers B) To show correlation coefficients C) To determine the number of factors to retain in factor analysis D) To plot data points
A) Conducting factor analysis B) Grouping similar observations into clusters C) Testing for differences between groups D) Plotting bivariate data
A) Identify outliers in the data B) Determine which variables best predict group membership C) Conduct factor analysis D) Test for correlations
A) To understand the relationships and variances between multiple variables B) To determine sample size C) To perform factor analysis D) To test for outliers
A) To find outliers B) To determine correlations C) To predict group membership based on predictor variables D) To perform cluster analysis
A) To determine the relationship between two sets of variables B) To determine factor loadings C) To determine outliers D) To perform hypothesis testing
A) To find correlation between a variable and itself B) To perform regression analysis C) To examine the relationships between two sets of variables D) To test hypotheses
A) When dealing with categorical data only B) When variables are independent C) When outliers are present D) When variables are highly correlated
A) The significance of variables B) The number of factors to retain C) The standard deviation of variables D) The correlation between variables
A) ANOVA uses mixed-effect models, while MANOVA uses fixed-effect models B) ANOVA is appropriate for small sample sizes, while MANOVA is for large sample sizes C) MANOVA is used for categorical data analysis, while ANOVA is used for continuous data analysis D) MANOVA considers multiple dependent variables simultaneously, while ANOVA focuses on a single dependent variable |