[NC State Home] Department of Statistics
 

Recent Instructors
Hughes-Oliver, J
ST 708 Applied Least Squares

Course Description

Least squares estimation and hypothesis testing procedures for linear models. Consideration of regression, analysis of variance and covariance in a unified manner. Emphasis on use of the computer to apply these techniques to experimental (including unequal cell sizes) and survey situations.

Course Syllabus

  • Review of Multiple Regression
  • Matrices
  • Random Vectors
  • ANOVA
  • Testing General Linear Hypotheses

Course Prerequisites

  • ST 512
Course Corequisites
  • None
Recent Textbooks
  • Applied Regression Analysis: A Research Tool, 2nd ed., by J.O. Rawlings, S.G. Pantula, and D.A. Dickey (1998)

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Last Modified May 2006