Ph.D.-level analysis…

Explore relationships between variables
Logistic & multiple regression
Correlation analysis
Multivariate analysis of variance
Multidimensional scaling
Structural equation modeling
Group variables or respondents
Factor analysis
Cluster analysis
Discriminant analysis
Correspondence analysis
Use conjoint methods to prioritize features
CBC (choice-based conjoint analysis)
DCM (discrete choice modeling)
Maximum difference scaling (Max-Diff)
Pairwise comparison
Bradley-Terry
Measure responses to stimuli
Kano analysis
Heat mapping
Content analysis
Pricing sensitivity/demand

Ph.D.-level analysis…

Explore relationships between variables
Logistic & multiple regression
Correlation analysis
Multivariate analysis of variance
Multidimensional scaling
Structural equation modeling
Group variables or respondents
Factor analysis
Cluster analysis
Discriminant analysis
Correspondence analysis
Use conjoint methods to prioritize features
CBC (choice-based conjoint analysis)
DCM (discrete choice modeling)
Maximum difference scaling (Max-Diff)
Pairwise comparison
Bradley-Terry
Measure responses to stimuli
Kano analysis
Heat mapping
Content analysis
Pricing sensitivity/demand