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    Maryville University
   
 
  Nov 19, 2017
 
 
    
2016-2017 Academic Catalog [Archived Catalog]

ACSC 405 - Statistical Modeling I


Credits: Three (3)
Prerequisite: ACSC-371 or MATH-371, Minimum grade C
The objective of this course is to provide students with the foundations in advanced statistical and stochastic modeling. This course covers:  evaluating data for estimation and goodness-of-fit models; least squares estimates of parameters; single and multiple linear regression; hypothesis testing; confidence intervals in linear regression models; testing of models; data analysis and appropriateness of models; linear time series models; moving average, autoregressive and/or ARIMA models; estimation; data analysis and forecasting with time series models; forecast errors and confidence intervals. Students who receive a B- or highrt in this course are eligible to receive VEE (Validation by Education Experience) credit from the Society of Actuaries in the topic of Applied Statistics.
Note: To receive credit for the subject from the Society of Actuaries, students will need a grade of B- or better.
Cross-listed: MATH-405