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What is Logistic Regression for Purchase Prediction about?
A mail-order sales company uses catalogs to sell merchandise. Logistic regression is used to model the probability of purchase (the response variable) based on five explanatory variables for a catalog featuring home goods. These variables include past purchases, demographics, credit cards, housing, and similar catalog purchases. The model estimates purchase probabilities for potential customers to determine who receives catalogs.
- Author
- Far hat
- Language
- EN