Métodos Estatísticos Multivariados Aplicados ao Marketing e Comportamento do Consumidor

Abstract This article explores the growing importance and application of multivariate statistical methods in the field of marketing and consumer behavior, particularly in the context of the rise of Artificial Intelligence (AI). We analyze how AI, powered by advanced data analysis techniques, leverages multivariate approaches to extract actionable insights from large volumes of data, optimize marketing strategies, and predict consumer behavior. The contributions of several studies will be discussed, which, although not always explicitly focused on multivariate statistics, demonstrate AI’s intrinsic reliance on these methodologies to achieve its goals in marketing.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-02-27
DOI
https://doi.org/10.5281/zenodo.15732650
Primary Topic
Forecasting Techniques and Applications
Type
article
Field-Weighted Citation Impact
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article

Métodos Estatísticos Multivariados Aplicados ao Marketing e Comportamento do Consumidor

Zenodo (CERN European Organization for Nuclear Research)
Forecasting Techniques and Applications
article

Métodos Estatísticos Multivariados Aplicados ao Marketing e Comportamento do Consumidor

article en

Abstract

Abstract This article explores the growing importance and application of multivariate statistical methods in the field of marketing and consumer behavior, particularly in the context of the rise of Artificial Intelligence (AI). We analyze how AI, powered by advanced data analysis techniques, leverages multivariate approaches to extract actionable insights from large volumes of data, optimize marketing strategies, and predict consumer behavior. The contributions of several studies will be discussed, which, although not always explicitly focused on multivariate statistics, demonstrate AI’s intrinsic reliance on these methodologies to achieve its goals in marketing.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 43%
Forecasting Techniques and Applications
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Métodos Estatísticos Multivariados Aplicados ao Marketing e Comportamento do Consumidor · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS