The Application of Discrete Choice Models In Marketing Decisions
Ateq Al-ghamedii, Melfi Alrasheedi
Abstract
Ateq Al-ghamedii, Melfi Alrasheedi
Abstract
The paper is devoted to the analysis of logit models and their application in the market. A theoretical basis for logit models is determined. Equations for logit probabilities are derived and methods are applied in order to analyze real market situations. The real data set is analyzed to estimate 2 logit models, as well as a probit model. Obtained results are compared with experimentally calculated logit probabilities.
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The paper is devoted to the analysis of logit models and their application in the market. A theoretical basis for logit models is determined. Equations for logit probabilities are derived and methods are applied in order to analyze real market situations. The real data set is analyzed to estimate 2 logit models, as well as a probit model. Obtained results are compared with experimentally calculated logit probabilities.
Key concepts: Logit, Ordered probit, Probit, Mixed logit, Discrete choice, Econometrics, Probit model, Logistic regression