Use of Multivariate Data Analysis in Marketing and Market Research
Multivariate analysis examines patterns and correlations between multiple variables by analyzing the factors simultaneously. In the context of marketing, it usually means analyzing the multiple variables in consumer behavior to understand the customer base and the trajectory of a product or brand. It helps marketers get insights into how different variables interact with each other in complex scenarios and have an impact on consumer choices. These insights help in setting the most acceptable pricing, develop customized offers, create personalized messaging and devise media planning and strategies. Any company that is medium to large sized must use multivariate data analysis for market research analysis of consumer data and to improve marketing performance. Different methods of multivariate analysis Multiple linear regression This process helps examine the relationship between one dependent variable and two or more independent variables. One use case of this process is pr...