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