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    T- Test of a Multiple Regression Model

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    Using 19 observations on each variable, a computer program generated the following multiple regression model:

    y = 43.7 - 1.83x_1 - 4.25x_2

    If the standard errors of the coefficients of the independent variables are, respectively, 1.24 and 2.04, can you conclude that the independent variable is needed in the regression model?

    Let B1 and B2 denote the coefficients of the 2 variables in this model, and use a two-sided hypothesis test and significance level of 0.05 to determine your answer.
    Carry your intermediate computations to at least three decimal places and round your answers as specified in the table.

    Fill out the following:

    Null hypothesis Ho:

    Alternate hypothesis H1:

    Type of test statistic (F, t, z, chi square) degrees of freedom

    The value of the test statistic round to at least two decimal places

    The two critical values at the 0.05 level of significance round to at least two decimal places

    © BrainMass Inc. brainmass.com June 3, 2020, 10:45 pm ad1c9bdddf
    https://brainmass.com/statistics/students-t-test/t-test-of-a-multiple-regression-model-247797

    Solution Preview

    H0: b1 = 0

    Ha: b1 <> 0

    Type of test statistic: t with 17 degrees of ...

    Solution Summary

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