April 2023 Q8

Discussion in 'CS1' started by s1645544, Sep 13, 2023.

  1. s1645544

    s1645544 Active Member

    Hi,
    Could I please have help understanding part i) of Qu8 in 2023 April Paper

    I understand the test is
    H0: Beta1 = 0
    H1: Beta1 not equal to 0

    I thought I could is the t distribution result at the bottom of p24

    beta hat1 - 0 / se ~ t_n-2

    however the solution says you can't use the t distribution , and was a common mistake in the paper.

    Please could I have explanation as to why the t distribution is not appropriate and why 2*[Z < test statistic] is?

    Thanks in advance - any help is much appreciated
     
  2. Andrea Goude

    Andrea Goude ActEd Tutor Staff Member

    This is a GLM question not a linear regression model, so the result at the bottom of p24 of the Tables is not appropriate, we consider the significance of the parameter from the estimator being asymptotically normal for large n, mean beta, variance from the CRLB, the standard error of beta, see Section 5.2 Chapter 13 for more detail.
     

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