A) Analysis of a single variable
B) Analysis of multiple variables simultaneously
C) Analysis of two variables
D) Analysis of continuous variables only

A) ANOVA
B) Principal component analysis
C) T-test
D) Chi-square test

A) Correlation analysis
B) Cluster analysis
C) Regression analysis
D) ANOVA

A) To determine correlation coefficients
B) To determine outliers
C) To determine which variables discriminate between two or more group
D) To determine descriptive statistics

A) To show correlation coefficients
B) To identify outliers
C) To determine the number of factors to retain in factor analysis
D) To plot data points

A) Grouping similar observations into clusters
B) Plotting bivariate data
C) Conducting factor analysis
D) Testing for differences between groups

A) Determine which variables best predict group membership
B) Identify outliers in the data
C) Conduct factor analysis
D) Test for correlations

A) To understand the relationships and variances between multiple variables
B) To test for outliers
C) To determine sample size
D) To perform factor analysis

A) To find outliers
B) To perform cluster analysis
C) To predict group membership based on predictor variables
D) To determine correlations

A) To determine outliers
B) To determine the relationship between two sets of variables
C) To perform hypothesis testing
D) To determine factor loadings

A) To test hypotheses
B) To perform regression analysis
C) To find correlation between a variable and itself
D) To examine the relationships between two sets of variables

A) When outliers are present
B) When variables are independent
C) When dealing with categorical data only
D) When variables are highly correlated

A) The correlation between variables
B) The standard deviation of variables
C) The number of factors to retain
D) The significance of 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 considers multiple dependent variables simultaneously, while ANOVA focuses on a single dependent variable
D) MANOVA is used for categorical data analysis, while ANOVA is used for continuous data analysis