Science Fair Projects Ideas - Statistical estimation

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Statistical estimation

There are many different ways of discussing statistical estimation.

Goals

  1. Point estimation
  2. Interval estimation
  3. Regression analysis/model building

Approaches/philosophies

  1. frequentist, or classical
  2. Bayesian estimation

Methods


  1. Maximum likelihood estimation
  2. Method of moments
  3. Least squares
  4. Influence functions ?
  5. Confidence interval (or region)
  6. Highest posterior density interval/region
Science Fair Project Encyclopedia Contents Page
10-26-2009 08:16:03
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