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Minor in Mathematics {2223}  Intermediate Probability and Statistics II
Course Code 

Title 
Intermediate Probability and Statistics II 
Prerequisite 
MATH 335 or MATH 435 
Course Outline 
Course Outline 
Description 
This course covers the theory and applications of linear regression models, generalization linear models, treebased 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. 
