Appropriateness of Linear Discriminant and Multinomial Classification Analysis in Marketing Research

Author:

Dillon William R.1,Goldstein Matthew2,Schiffman Leon G.2

Affiliation:

1. School of Business Administration, University of Massachusetts.

2. Bernard M. Baruch College, City University of New York.

Abstract

Buyer usage behavior data are used to compare the relative performance of a linear discriminant analysis and several multinomial classification methods. The potential shortcomings of each of the procedures investigated are cited, and a new method for determining the contribution of a variable to discrimination in the context of the multinomial classification problem also is presented.

Publisher

SAGE Publications

Subject

Marketing,Economics and Econometrics,Business and International Management

Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

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2. Factors contributing to financial literacy levels among a migrant group;International Journal of Social Economics;2018-05-14

3. Discriminant Analysis for Marketing Research Applications;Wiley International Encyclopedia of Marketing;2010-12-15

4. Statistics in Marketing;Encyclopedia of Statistical Sciences;2010-11-15

5. Classification Analysis of World Economic Regions;Geographical Analysis;2010-09-03

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