Biased and unbiased estimators

  1. Apr 20, 2010 #1
    Hey All,

    I am comfortable with the idea of biased and unbiased estimators, but what I don't understand is why you would ever want to use a biased estimator ? at the end of the day doesn't it mean that the sample statistic is different from the population statistic you are trying to estimate ?
     
  2. jcsd
  3. Apr 20, 2010 #2

    D H

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    Staff: Mentor

    The simple answer is that the biased estimator might be all you have available. Lots of sensors yield biased measurements. The sensor model had better include an estimation of the bias to yield an answer closer to the truth than that produced directly by the sensor.
     
  4. Apr 20, 2010 #3
    So does that mean you never really want a biased estimator, but sometimes practical issues force you to work with one ?
     
  5. Apr 20, 2010 #4

    D H

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    Staff: Mentor

    Exactly.
     
  6. Apr 20, 2010 #5
    cool thanks D H
     
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