tom-hc-park / STAT550-450-for-Seniorworkers-from-Korea

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First meeting - Jan 25 #1

Closed liuzhen529 closed 6 years ago

liuzhen529 commented 6 years ago
  1. Make sure there are four response variables: two for skills and two for information-processing proficiency. They are all continuous.

  2. There are three groups of explanatory variables:

    1. {X1}: demographic factors (ages, gender, ..)
    2. {X2}: organizational contexts
    3. {X3}: learning/education (learning activities, education level…)
  3. Rough plans: 1) Find the optimal model for each response: Y ~ {X1} + {X2} + {X3}

    • Use all variables first
    • Variable selection
    • Comparison, see which factor in {X1}, which in {X2}, and which in {X3} 2) Find the significant model each group for each response:
    • Y ~ {X1}, select the significant factors in demographic factors.
    • Y ~ {X2}, select the significant factors in organizational factors.
    • Y ~ {X3}, select the significant factors in learning/education factors. 3) Compare the effects among three groups.
KellyHu commented 6 years ago

I think your Y here should be Yi, where i=1,2,3,4 because we have four Ys. In my opinion, we should fit each x with each y respectively.

liuzhen529 commented 6 years ago

Yes. I said for each response already.

KellyHu commented 6 years ago

Nice! Cuz I saw you specifying X as X1, X2, X3, but did not specify Y as Y1, Y2, Y3, Y4. Maybe we can write these down as well :)

Zhen: If you want, you could edit my post above and then we could divide our tasks. Thanks.