# Advanced Methods

Dig into your data with advanced statistical techniques and methods

### Dimension Reduction

- How to do Feature Engineering in Displayr
- How to Create a Dimension Reduction Scatterplot
- How to Create a Principal Component Analysis Biplot
- How to Do Multiple Correspondence Analysis in Displayr
- How to Create a Scree Plot from a Principal Component Analysis

### TURF

### Analysis of Variance

### Machine Learning

- How to Convert a Predictive Model Simulator into an Allocation Tool for New Data
- How to Create Diagnostic Reports for Latent Class, Mixed Mode Trees, and Mixed Mode Cluster Analysis
- How to Save Machine Learning Probability of Each Response Variable
- How to Save Machine Learning Predicted Values Variables
- How to Save Machine Learning Discrimination Variables

### Structural Equation Modeling

### Correlation

### Segmentation

### Choice-Based Conjoint

- How to Do the Statistical Analysis of Choice-Based Conjoint Data
- How to Create an Experimental Design for Choice-Based Conjoint
- How to Preview a Choice-Based Conjoint Questionnaire
- How to Set Up a Choice-Based Conjoint Analysis in Qualtrics
- How to Convert Alchemer Conjoint Data for Analysis in Displayr

### Driver Analysis

- How to Do Driver Analysis
- How to Create an Importance vs Performance Scatterplot in Displayr
- How to Make an Importance/Performance Scatterplot
- How to Select the Regression Type for Driver Analysis
- How to Use Partial Least Squares to Conduct Relative Importance Analysis

### MaxDiff

- How to use Covariates to Improve your MaxDiff Model
- How to Perform an Advanced Analysis of Experimental Data (MaxDiff)
- How to Setup a MaxDiff Experiment as a Ranking
- How to Convert Alchemer MaxDiff Data for Analysis in Displayr
- How to Create a MaxDiff Model Comparison Table

### Multidimensional Scaling

### Regression & Generalized Linear Models

- How to Interpret Logistic Regression Outputs
- How to Interpret Logistic Regression Coefficients
- How to Troubleshoot Regression Problems
- How to get an Adjusted R-Square in Linear Regression
- How to Select the Regression Type

### Linear Discriminant Analysis

### Cluster Analysis

### Latent Class Analysis

### Correspondence Analysis

- How to Improve/troubleshoot Correspondence Analysis maps
- How to Interpret Correspondence Analysis Plots (It Probably Isn’t the Way You Think)
- How to Do Correspondence Analysis of a Square Table
- How to Add Images to a Correspondence Analysis Map
- How to Do 3D Correspondence Analysis