2025-2026 Academic Catalog 
    
    Aug 14, 2025  
2025-2026 Academic Catalog

STAT 4600 - Intermediary Statistical Modeling for Analytics


Intermediary Statistical Modeling for Analytics emphasizes understanding descriptive, diagnostic, and predictive analytics to identify critical aspects of a business question, from data collection to the formulation and testing of hypotheses. As such, this course is essentially a data science course emphasizing statistical methodologies. At the same time, the course emphasizes the practical aspects of business analytics by embedding the methodologies in applications and underlining the general objective of improving the speed, reliability, and quality of decisions. Topics covered include sampling, inferential statistics, and linear regression. The course uses real-life datasets as illustrations and R to build answers to business questions.

Prerequisites: STAT 4450  or MPA 3002 (Pathway students only)

Anticipated Terms Offered: Anually