
Understanding Logistic Regression
Interactive Video
•
Mathematics
•
9th - 10th Grade
•
Practice Problem
•
Hard
Jennifer Brown
FREE Resource
5 questions
Show all answers
1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary characteristic of a binary logistic regression?
It requires only one independent variable.
It is used when the outcome variable has two possible values.
It predicts outcomes with more than two categories.
It uses a continuous dependent variable.
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In the given example, what are the independent variables used to predict the likelihood of a disease?
Medication and age
Age and gender
Medication and gender
Diet and exercise
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How does a linear regression differ from a logistic regression in terms of the dependent variable?
Linear regression uses a binary dependent variable.
Logistic regression uses a categorical dependent variable with more than two categories.
Logistic regression uses a continuous dependent variable.
Linear regression uses a metric dependent variable.
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What does a logistic regression model estimate in the context of disease prediction?
The exact age of a person
The probability of a person being diseased
The exact time a person will get a disease
The number of medications a person should take
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In logistic regression, what do the values '1' and '0' typically represent?
1 for not diseased, 0 for diseased
1 for failure, 0 for success
1 for diseased, 0 for not diseased
1 for success, 0 for failure
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