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Undergraduate Bulletin
Majors, Minors, and Certificates
Professional Management
BS Degree in Global Supply Chain Management {22-23}
BS Degree in Construction Management {22-23}
BS Degree in Operations Management {22-23}
BS Degree in Project Management {22-23}
Minor in Construction Management {22-23}
Minor in Global Supply Chain Management {22-23}
Minor in Operations Management {22-23}
Minor in Project Management {22-23}
Minor in Professional Selling {22-23}
Certificate in Customer Relationship Management {22-23}
Certificate in Lean - Quality Management {22-23}
Certificate in Project Management {22-23}

Minor in Global Supply Chain Management {22-23} - Intermediate Probability and Statistics II

Course Code

MATH 336

Credits

Title

Intermediate Probability and Statistics II

Prerequisite

MATH 335 or MATH 435

Course Outline

Description

This course covers the theory and applications of linear regression models, generalization linear models, tree-based models, autoregressive and forecasting time series models. Topics includes parameter estimations, variables selection, model validation and diagnose, statistical inference and predictions. Student will learn basic R programming language and practically implement the models with real data in the actuarial science contexts. The course covers the topics as required in the Statistics for Risk Modeling (SRM) Exam offered by the Society of Actuaries (SOA) and prepare students for the SRM exam.