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Columbia Campus    
2018-2019 Undergraduate Studies Bulletin 
    
 
  May 29, 2024
 
2018-2019 Undergraduate Studies Bulletin [Archived Catalog]

STAT 530 - Applied Multivariate Statistics and Data Mining

Credits: 3

Introduction to fundamentals of multivariate statistics and data mining. Principal components and factor analysis; multidimensional scaling and cluster analysis; MANOVA and discriminant analysis; decision trees; and support vector machines. Use of appropriate software.

Prerequisites:

A grade of C or higher in STAT 515, STAT 205, STAT 509, STAT 512, ECON 436, MGSC 391, PSYC 228, or equivalent