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Printable Handouts
Navigable Slide Index
- Introduction
- Agenda
- Objectives of this talk
- Scope for this session
- Session structure
- Part 1 - the process of building a segmentation
- Define business objectives (1)
- Define business objectives (2)
- Obtain data
- Data preparation
- Stages of the segmentation process
- Extract principal components or key variables
- Method A: identify most discriminatory variables
- Method B: use principal components analysis
- A graphical explanation of principal components
- Carry out cluster analysis
- A graphical view of cluster analysis
- Interpret clusters and assign segment names
- Test the segmentation
- Segment migration analysis
- Communicate and deploy the segmentation
- End of part 1
- Part 2 - classifying individuals to segments
- Classification of further individuals
- Apply existing segmentation model
- Build segment attribution model
- Survey segmentation attribution process
- Summary of main points
Topics Covered
- The process of building a segmentation
- Define business objectives
- Obtaining and preparing data
- Stages of the segmentation process
- Extract principal components or key variables
- Method A: identify most discriminatory variables
- Method B: use principal components analysis
- A graphical explanation of principal components
- Cluster analysis
- A graphical view of cluster analysis
- Interpreting clusters
- Testing the segmentation
- Segment migration analysis
- Communicate and deploy the segmentation
- Classifying individuals to segments
- Classification of further individuals Apply existing segmentation model
- Build segment attribution model
- Survey segmentation attribution process
- Summary of main points
Links
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Talk Citation
Leventhal, B. (2008, May 21). The statistics of segmentation and classification [Video file]. In The Business & Management Collection, Henry Stewart Talks. Retrieved December 21, 2024, from https://doi.org/10.69645/PJVU9064.Export Citation (RIS)