Some thoughts how my favorite applied stats text book would look like. I am looking at eg., business fields such as MBA as consumers. My ideal applied stats text book is case study oriented (“Assume you would like to predict which movie will score highest next year based on some movie characteristics you know”) makes use of recent data analytics techniques such as tree based methods (Random Forests) or Shrinkage models …