Deep Mukhopadhyay, Ph.D.

Algorithms: Retail and Wholesale

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  • Retail: Solving real scientific problems one at a time for clients/collaborators.
  • Wholesale: Theory and algorithms applicable simultaneously for many clients and problems. An example [PDF].
    • This paper [PDF] argues that academic statisticians should aim to develop “wholesale” algorithms. Our research on United Statistical Algorithms motivated by the following question:

    “How to develop a Systematic Data Modeling Strategy? How to design Flexible and Reusable algorithms based on General Theory that can be adapted to solve specific Practical Problems”

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