Logistic regression is a ________ regression technique that is used to model data having a _____outcome.
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Logistic regression is a STATISTICAL regression technique that is used to model data having a ORDINAL outcome.
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Logistic regression is a ________ regression technique that is used to model data having a_____outcome.
A. linear, numeric
B. linear, binary
C. nonlinear, numeric
D. nonlinear, binary
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The correct answer is :
D. nonlinear, binary
Explanation :
Logistic regression is a __nonlinear__ regression technique that is used to model data having a __binary__ outcome.
A logistic regression model is a method that performs a statistical analysis to predict a binary outcome based on prior observations of a data set.
The logistic regression model analyzes the relationship between one or more existing independent variables and predicts the dependent data variables.
For example a logistic regression can be done to predict that if a leader stands in an election, he will win or lose the election? If a movie is released, will it be a hit or a flop?
Logistic regression allows direct decision making between two alternatives between any two base outcomes. Logistic regression model plays the role of preparing the data so that the information can be phased in order to perform an analysis.
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