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Question 15 Using the table below, which model is best for predicting platelet count: Model Explanatory...

Question 15

  1. Using the table below, which model is best for predicting platelet count:

    Model

    Explanatory variables

    P-value for gestational age

    R2

    Adjusted R2

    AIC

    Model i

    Gestational age

    0.497

    0.0027

    -0.0031

    11.72

    Model ii

    Gestational age, birthweight

    0.021

    0.0931

    0.0825

    11.63

    Model iii

    Gestational age, birthweight, pneumothorax

    0.002

    0.1423

    0.1271

    11.59

    Model iv

    Gestational age, birthweight, pneumothorax

    0.004

    0.1431

    0.1229

    11.60

    a.

    Model iii, because the adjusted R2 is closest to 1.

    b.

    Model iv, because the R2 is closest to 1.

    c.

    Model i, because the AIC is largest.

    d.

    Model i, because the p-value for gestational age is the largest.

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Answer #1

Model iv, because the R2 is closest to 1.

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