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Implementation of the Bass Model for innovation diffusion

Project description

innovationdiffusion

Implementation of the Bass Model for innovation diffusion. Free software: MIT license

Features

  • Derive p, q, m values via Nonlinear Least Squares estimation

  • Use p, q, and m values to predict at-time and cumulative sales numbers

  • Using real and predicted values, show overlaid plots for comparison

  • Model summary

Example

Let’s demonstrate a small example on a sales dataset of gaming consoles for the period 2005 - 2017.

Credits

Developed by Esfira Babajanyan.

History

Version 0.0.1 (2023-05-16)

  • Initial release of the package.

Project details


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