Advanced Regression Models

Advanced Regression Models

Advanced Regression Models

Advanced Regression Models

Advanced Regression Models

TAG: METHOD

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When to Use It: 

You have a difficult question, a lot of data, and a lot of interacting factors, and need a custom model that can sort through the complexity and deliver sharp intelligence

What It Tells You: 

Application-specific, but for example:

  • A single metric detailing your customers’ preferred categories, brands, or genres
  • Your customers’ preferred seasonality
  • Preferred shopping channels or interaction methods

 

Common Data Sets: 

Either survey or transactional data.

Example Statistical Methods: 

  • Bayesian networks
  • Multilevel/hierarchical models
  • Bayesian regression (e.g. with JAGS/STAN)

 

ABOUT

We are marketers and technologists that build robust models to guide managers in their decisions. We believe in sound design, interpretability, and going out and getting the data if you don’t already have it.

ABOUT

We are marketers and technologists that build robust models to guide managers in their decisions. We believe in sound design, interpretability, and going out and getting the data if you don’t already have it.

ABOUT

We are marketers and technologists that build robust models to guide managers in their decisions. We believe in sound design, interpretability, and going out and getting the data if you don’t already have it.

ABOUT

We are marketers and technologists that build robust models to guide managers in their decisions. We believe in sound design, interpretability, and going out and getting the data if you don’t already have it.

ABOUT

We are marketers and technologists that build robust models to guide managers in their decisions. We believe in sound design, interpretability, and going out and getting the data if you don’t already have it.

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COPYRIGHT GRADIENT METRICS 2018

COPYRIGHT GRADIENT METRICS 2018