Justin Holman is CEO of Aftermarket Analytics, where he leads efforts to develop cutting edge sales forecasting and inventory optimization technology for the Automotive Aftermarket. Prior to joining Aftermarket Analytics, Justin managed corporate consulting for the Strategy & Analytics division at MapInfo Corporation, leading major projects for retail clients including The Home Depot, Darden Restaurants, Bridgestone-Firestone, Sainsbury’s and New York & Company. Before that, Justin served as Vice President of Software Development at LogicTools, now part of IBM's supply chain application software group. Justin holds a B.A. from Claremont McKenna College, a Ph.D. from the University of Oregon and an Executive Management certificate from Northwestern University's Kellogg School of Management.


  • Kristen 10 years ago

    Do we need to input the information of the variables into the spreadsheet or just come up with variables?

    • Justin 10 years ago

      The neighborhood dummy variables are included in the worksheet above. To include one or more in a regression model simply select a neighborhood column as an independent (x) variable.
      Make sense?

  • Kristen 10 years ago

    Yes that makes sense. Thanks!

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