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When performing Linear Regression to estimate the Law of Demand in a market, please accurately explain the following procedures: What is the role of the

  1. When performing Linear Regression to estimate the Law of Demand in a market, please accurately explain the following procedures:
    1. What is the role of the Ordinary Least Squares (OLS) procedure, and why is it considered to be a reasonable method of estimation?
    2. When using sample data to estimate a population-level relationship, why is it necessary to engage in hypothesis testing?
    3. What are Type I and Type II errors, and why should researchers estimating demand relationships be concerned about these errors?

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