08. Notebook + Quiz: Interpret Results

Code

If you need a code on the https://github.com/udacity.

Select all the below statements that are true regarding the admissions dataset. Select all that apply.

SOLUTION:
  • We will need to add 3 dummy variables to our logistic regression model for `prestige`.
  • The most common prestige value is 2.

Which statement is true about the variables in your logistic regression model that appear to have statistically significant relationships with being admitted?

SOLUTION: All the variables are statistically significant.

QUIZ QUESTION::

Use the results to match each value to the correct corresponding interpretation.

ANSWER CHOICES:



Interpretation

Value

If an individual attended the most prestigious alma mater, they are __ more likely to be admitted than if they attended the least prestigious, holding all other variables constant.

If an individual attended the most prestigious alma mater, they are __ more likely to be admitted than if they attended the second lowest in prestigious-ness, holding all other variables constant.

If an individual attended the most prestigious alma mater, they are __ more likely to be admitted than if they attended the second most prestigious, holding all other variables constant.

For every one point increase in gpa, an individual is __ more likely to be admitted, holding all other variables constant.

SOLUTION:

Interpretation

Value

If an individual attended the most prestigious alma mater, they are __ more likely to be admitted than if they attended the second most prestigious, holding all other variables constant.

If an individual attended the most prestigious alma mater, they are __ more likely to be admitted than if they attended the second lowest in prestigious-ness, holding all other variables constant.

If an individual attended the most prestigious alma mater, they are __ more likely to be admitted than if they attended the least prestigious, holding all other variables constant.

For every one point increase in gpa, an individual is __ more likely to be admitted, holding all other variables constant.