2014Unpublished venueRequires access

The Application of Discrete Choice Models In Marketing Decisions

Ateq Al-ghamedii, Melfi Alrasheedi

Open publisher page 1 citations

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.

About this research paper

What this paper is about

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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OpenAlex reports 1 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available 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.

Key concepts: Logit, Ordered probit, Probit, Mixed logit, Discrete choice, Econometrics, Probit model, Logistic regression

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