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Selecting the right value

Consider the following timeline that you are using to construct a predictive model. A certain donor in the population has changed his living place several times.

  • Initial living place: USA
  • March 2nd 2015: changed living place to Germany
  • August 15th 2017: changed living place to Belgium
  • April 26th 2018: changed living place to India

Which living place should be used as predictive variable?

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